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IntroductionIndian policy framework has been very proactive in capturing the wave of data emergence and industry 4.0 revolution. Probyto have been following General Data Protection Regulation(GDPR) & providing its input on impact of same in Data Science applications. GDPR is also one of the leading example for Data Protection which is expected to be adopted […]

Data requirements for Machine Learning algorithms are usually higher compared to traditional statistical algorithms. As more and more organisations rely on models for their operational work it becomes important to make sure data is available in good quality at the exact time of model execution/scoring. In the changing complex world all the data points are […]

IntroductionThe Geospatial analysis uses the satellite imagery to help find useful insights which otherwise is not feasible from other data sources. As we started with the agricultural domain, our objective was to find the spread of agricultural fields and to determine the crop yields in a specific region.NDVI (Normalized Difference Vegetation Index)In order to achieve […]

CONTENTSBasic RequirementsHardwareHow to get moodleCreate DatabaseCreate moodledata directoryInstall Moodle codeConfigure MoodleInstall MoodleFinal configurationBasic RequirementsYou will need a working web server (e.g. Apache), a database (e.g. MySQL, MariaDB or PostgreSQL) and have PHP(sometimes known as the LAMP platform) configured. See the release notes in the dev docs for software requirements.Moodle requires a number of PHP extensions. […]

Read if you are ready dive into the world of docker for the first time!An application that simplifies the process of managing application processes in containers is Docker. Containers let you run your applications in resource-isolated processes. In this tutorial, you’ll learn how to install and use Docker Community Edition (CE) on Ubuntu 18.04.Requirements:One Ubuntu […]

When we start to look into establishment of communication between frontend and backend for our website we have to think about the webservices architecture we will follow.SOAP vs RESTWhen we start to look into establishment of communication between frontend and backend for our website we have to think about the webservices architecture we will follow.SOAP […]

Docker is an application that simplifies the process of managing application in containers. A great tool for deployment of application inside containers. To take full advantage of its potential, each component of an application should run in its own individual container.The Docker community came up with a single YAML file to orchestrate all your Docker […]

Data Privacy and Protection is Mandatory for all AI/ML Application DevelopmentGDPR is one of major concern when comes to data privacy and data protection in AI/ML application development. In this article we briefly explained about the customer rights under GDPR regulation and especially applying the GDPR in chatbots development.IntroductionThe GDPR is the successor to the […]

Microservices are a software development technique that arranges an application as a collection of loosely coupled services. In a microservices architecture, services are  fine-grained and the protocols are lightweight.Decoupled services allow teams to iterate quickly and with minimal impact to the rest of the system.Before discussing further,let’s see the architecture that prevailed before microservices, i.e. […]

DevOps is a set of practices that automates the processes between software development and IT teams, in order that they can build, test, and release software faster and more reliably.DevOps is the collaboration between development and operations that emphasises better collaboration and tighter integration. It unites agile, continuous delivery and automation to help development and […]

Nowadays, all applications are moving towards microservices architecture. Microservices architecture splits application into multiple services that does a unique functions of the whole application.Typically, each microservice is containerised using Docker to be organised at the networking level in order for the application to run as intended. The process of organizing multiple containers in this manner […]

IntroductionIn today’s world, organisation often use IT systems to store and process vast quantities of data. If those data are disclosed, it will be huge lose to the companies and it may lose many customers. Many companies counts systems as one of the most important assets. Organizations use access control mechanisms to mitigate the risks […]

What is a Socket?A socket can be thought of as a channel or gateway through which data goes in and out. It serves as an endpoint for communication between two processes in the same machine or different machines over a network connection. There needs to be a way of standardizing the way data is transferred […]

Internet is becoming diverse and complicated than ever before. Our financial life to social life is driven by internet. This makes it important to safeguard the cyber world from un-wanted malicious agents. Probyto is getting equipped to use machine learning algorithms for cyber security which also connects with application, information and network security.The recent attacks […]

What is SEO?SEO is an acronym that stands for Search Engine Optimisation, which is a process of increasing the quality and quantity of website traffic by increasing the visibility of contents on a website or a web-page to users of a web search engine in an organic way. Organic search results  are the search results […]

The meaning of Agile is swift or versatile. Agile model is a software development model which involves the continuous iteration of development and testing until the product meets the user requirements. The project is broken into small iterations, each iteration involves a team who work through a full software development life cycle that includes planning, […]

At its most basic level, blockchain is just a chain of blocks, where the digital information are refer as the “block” which are stored in a public database refer as the “chain”. It is shared and distributed ledger. This means each computer in the blockchain network has its own copy of the blockchain, which means […]

A decision tree is basically a decision support tool that builds classification or regression models in the form of a tree-like graph with nodes representing the place where we pick an attribute and ask a question; edges represent the answers the to the question; and the leaves represent the actual output or class label. It […]

Google Analytics is a web analytics service offered by Google that tracks and reports website traffic. It was originated from a web analytics firm called Urchin which was acquired by Google in late 2005.The tool allows one to track websites, blogs, and social networks. As indicated in its entry in Wikipedia, Analytics “offers grouped information […]

Customer Analytics is a process by which data from customer behaviour is used to help make key business decisions. This information is used by businesses for direct marketing, site selection, and customer relationship management. Marketing provides services in order to satisfy customers. In other words, it is a process that companies use to capture and […]

Read this,if you are ready to dive into Google Search Console for the first time. Happy reading!SEO is a process of increasing the quality and quantity of website traffic by increasing the visibility of contents on a website or a web-page to users of a web search engine in an organic way. Google Search Console […]

Throughout the years, a lot has been said about the all-important factors of SEO (Google) website ranking. Do you know why? It’s because they are indeed all- important. In a world where there’s no real “marketing” without the word “digital” preceding it, those things that can get your company a top spot on Google’s SERP […]

IntroductionThe simplest and most fundamental cluster analysis is the partitioning method, which organizes the objects(i.e. Data points) into several mutually exclusive groups or clusters. So the K-means Clustering algorithm uses partitioning methods to cluster unlabeled data. It clusters the n objects or data points into k number of clusters. It is an unsupervised machine learning […]

In this article, I will give you a brief overview of Random Forest and its features. Before going into details, I assume that you know about the concept of decision tree. Random forest is a supervised classification machine learning algorithm which uses ensemble method. Simply put, a random forest is made up of numerous decision […]

Clustering is a concept of grouping similar objects in a same cluster and dissimilar objects in a different cluster. So that objects within a cluster similar to each other(i.e. have high similarity), but are dissimilar to objects in other clusters. Dissimilarities and similarities are measured based on the attribute values that describes the objects and […]

This is a simple calculator example written in react.js. You may need some basic understanding on JavaScript, CSS and React in order to do so. We will do this from the very beginning, i.e. by installing npm, creating a react app  etc.In the very beginning, you need to install an code editor (here I used […]

Model–view–controller (usually known as MVC) is an architectural pattern commonly used for developing user interfaces which divides the related program logic into three interconnected components: the model, the view, and the controller.Each of the MVC components are built to handle specific development aspects of an application. MVC is one of the most frequently used industry-standard […]

Decision tree is a simple supervised machine learning classification model used to predict and classify the data. It is a tree like structure used to make decision. Here leaf node is the class label(i.e. target class) and internal node denotes a test on an attribute or decision node and top most node is denoted as […]

As COVID-19 reaches more than 203 countries, areas or territories with cases with global confirmed cases topping 638,146 and the number of death tolls crossing 30,105,updated on 30 March 2020, 00:09 GMT+5:30, it’s very important for people to know what is it? How it started? What are its symptoms and how it can be prevented?The […]

How to boost your immunity that can help you to prevent or moderate infection?With everything that’s happening about the Coronavirus, it might be very hard to make a decision of what to do today. Since there is currently no vaccine to boost our immune system and prevent COVID-19, we can try to keep our immune […]

Human Resource use case focuses on improving the HR Process, optimization of workplace management, controlling employee attrition and employee performance management. HR also need data driven tools to manage culture and employee welfare.Problem StatementHow is the performance of theorganizationas a whole and as per teams?Who is the employee likely to churn? Who are potential candidates […]

Zendesk helps the customer service to monitor, analyze and optimize the ticket system, as well as all relevant customer support processes. It enables the customer support to take advantage of data-driven decisions by summarizing KPIs in one central place.Problem StatementHow to scale up your Customer Service?How to build an effective help center to support multiple […]

Artificial Intelligence and its subset Machine Learning technology plays a key role in healthcare related industries. We can say there are numerous machine learning based applications can be developed. These includes the development of more advanced medical procedures, the data analytics in patients monitoring systems and the treatment of severe diseases such as, chronic diseases, […]

Management usecase is used to present all important management KPIs in a single place, share insights with c-level executives in an efficient way, and empower the management to make fast and data-driven decisions based on the latest information.Problem StatementHow effective are you at creating profit on each dollar of revenue generatedTrack your net profit by […]

Finance use case monitored to ensure that a company meets its corporate, financial objectives. Among others, this enable the finance department to track and optimize expenses, sales, profit, and cash flow.Problem StatementHow do you optimize your operating expenses?How well your company increases its net profit?Is your company in stable financial health?How fast can you convert […]

Sales uses cases focusses on improving the revenue by targeting right customer, selling the right product to the right customer, Make sure not to lose any customer and Prevent any loss by forecasting sales upfront. The Data driven approach to sales has proven to be effective on increasing ROI.Problem StatementsHow is the performance of the […]

Marketing uses cases aims to identify leads to sell the products efficiently with help of optimized campaigns for different types of customers with different offers. Marketing is aimed to increase the ROI of any business and with enough data effective marketing strategy could be identified.Problem StatementsHow is the performance of the Marketing as a whole […]

Service & Support use cases focuses on managing the customer data efficiently, supporting customers using chatbots, handling ticket responses,sentiment analysis, recommendation system and real time customization.Problem StatementsHow to provide better support by analysing customer response?How to recommends different products to the customer?How to provide 24*7 support to the customer?Key Machine Learning ModelsCustomer churn predictionHappiness IndexSentiment […]

Procurement use cases focusses on classification of procurement spending, better decision making, identify new opportunities, identify new suppliers or market, automate manual tasking and optimize supplier relationships.Problem StatementsHow to reduce many time consuming tasks using AI?What are the ways to make supplier relationship more data informed?How to take better decisions using data insights?How to identify […]

IT use case focuses on managing the customer data efficiently, providing supports using chatbots, handling ticket responses, recommendation system,real time customization, code optimization, database, network and storage performance analysis.Problem StatementsHow is the performance of the IT product?How to get resources in IT industry?How to optimize the infrastructure cost?How to do to enhance the support for […]

The importance of application of artificial intelligence in manufacturing sector plays vital role. AI-powered data analytics will help the manufactures to improve their productivity by having well planned work schedule, smartly designed products, advanced predictive maintenance strategies and efficiency in quality controls. This also involves the safety of employees.Problem StatementHow to asses the performance of […]

Logistics industries are network-based nature. That provides a framework for adopting and scaling artificial intelligence, it enhances the supply chain management, Automated warehouses, Demand predictions, and Smart roads management. Importantly application of artificial intelligence in logistics will help to automate various time-consuming processes. Also, helps to optimize the resource utilization in various public sector development […]

Retail use case focuses on improving the product stocks, sales and customer insights- by gender, age, etc.. Retails stores also need data driven tools to plan, schedule and organize inventory and expenses for short term and long term profit.Problem statementsWhich products get sold out frequently and how often to re-stock them?Which products can be offered […]

Digital Media use case focuses on whether consumer needs are being realised by the website. Digital Media Managers also need data driven tools to track how a site’s content effect its readership, making them a critical player in developing an effective brand website.Problem Statements:How many visitors are visiting the website daily? How did they reach […]

FMCG use case focuses on minimising OTIF loss, best promotional strategies and improved sales forecast. FMCG business owners also need data driven tools to maximise your profits via informed decision making.Problem Statements:How to forecast OTIF losses?How to keep track of all the stockpiled for various retailers and distributors?How to understand the customer demand for all […]

Energy Utilization focuses on helping energy suppliers to cover fast-changing market demands, analyze and optimize production costs as well as to increase the overall profitability in the long run.Problem statementsHow the consumption is distributed between the different sectors?How to create enough assets not just to sustain but also grow a company’s operations?How to manage storage […]

Market research is an efficient way to collect necessary market information. It enables entrepreneurs to make the right commercial decisions. Its purpose is to present survey results of studies to stakeholders or clients in an efficient way. Market research systematically analyses the gathered data to better understand the company’s needs.Problem statementsHow to increase the purchase […]

Facebook Insights helps in monitoring and analyzing important performance aspects. It provides reports concerning the business profile and its performance on which you can base your future decisions and take relevant actions.Problem statementsHow to increase the incoming traffics to a page/post?How to overcome negative PR?How to increase audience growth over every demographic?Key Machine Learning ModelsFollower […]

LinkedIn use case focuses on analytics solutions with three priorities, Deliver data on demand, Make the insights actionable, and Harness real-time updates on LinkedIn i.e. provide the most accurate view of labor market trends at any given moment.Problem StatementsWhere do the followers come from?What kind of content engages most?Where should you find new contacts?How is […]

Twitter use case is a transparent way to evaluate different social media marketing efforts on Twitter concerning the goal attainment. This help social media managers to optimize Twitter campaigns and illustrate the value of their work. This usecase provides a wealth of information that can help you create meaningful Tweets that will resonate with your […]

YouTube use case is a used to track the success of your channel, the performance of your videos, the behavior of your viewers, and provides an all-around monitoring view, and insights, on how to optimize the video social media strategy.Problem StatementHow long have users watched the videos?How do viewers react to the videos?Where does the […]

Google Analytics use case helps marketers to control, visualize and analyze all key performance indicators related to a web presence. It gives a detailed overview of the performance of each content on your website, audience specific characteristics, interests of website visitors, organic and paid search traffics and conversion probability. Professional GA dashboards are the foundation […]

Google AdWords use case focuses on the analysis of keyword data from a search campaign, key metrics at a campaign level, conversion rate, metrics for a display campaign in the Google Display Network (GDN). A professional Google AdWords summarizes key performance indicators of SEA campaigns (Search Engine Advertising) in a straightforward manner, enabling for a […]

Salesforce use case focusses on monitoring, visualizing, analyzing, and optimizing your customer relationship management and sales performance. It enables the sales team to make the most effective use of the available resources and achieve agreed sales goals. ‌Problem StatementsHow Customer Relationship can be managed?Who is the ideal customers? And What is the best way to […]

With every passing hour, the world continues to grapple with the uncertainty of the COVID-19 pandemic. The novel Coronavirus that first appeared in China has now spread its web across the globe, affecting many with each passing day. The deadly virus outbreak has, however, prompted innovation and the coming forth of various technologies. Tech, AI-powered […]

Google Analytics is a tool that analyse user behavior to our website to improve the user experience and ensure the success of the business. If you are new to Google Analytics, you check my previous article “A Beginner’s Guide to Google Analytics-1”.Let’s see how we can analyze the reports on Google Analytics:In Google Analytics, the […]

Can you fool your deep learning model? What does lying to your deep learning model even entail? This question we’re sure most of you haven’t even considered in your learning or professional journey. But as you’ll see in this article, it’s an important question to answer. Read along!#Lie#DeepLeaningModel#Model#DeepLeaning#Probyto#ProbytoDailyKnowledgeBytesSource: https://www.analyticsvidhya.com/blog/2020/03/can-you-lie-to-your-deep-learning-model/Follow us:LinkedIn: https://www.linkedin.com/company/probyto/Twitter: https://twitter.com/probytoInstagram: https://www.instagram.com/probyto/Facebook: https://www.facebook.com/probyto/Probyto’s Daily […]

Probyto’s Daily Knowledge Bytes – 124In this article, the key takeaways are shared from ICLR 2020, short for International Conference on Learning Representations, one of the most notable conferences in the research community for Machine Learning and Deep Learning. A data-based survey to find the preferred tools among the research community, with an emphasis on […]

Probyto’s Daily Knowledge Bytes – 125As more artificial intelligence applications move to smartphones, deep learning models are getting smaller to allow apps to run faster and save battery power. Now, MIT researchers have a new and better way to compress models. Read along!#ArtificialIntelligence #Deeplearning #Models #MobileDevices #MachineLearning #ProbytoSource: http://news.mit.edu/…/foolproof-way-shrink-deep-learning-mo…Follow us:LinkedIn: https://www.linkedin.com/company/probyto/Twitter: https://twitter.com/probytoInstagram: https://www.instagram.com/probyto/Facebook: https://www.facebook.com/probyto/

Probyto’s Daily Knowledge Bytes – 126At the 5th annual World Journalism Education Conference in Paris next week, Jack Lule, Professor and Chair of the Department of Journalism & Communication at Lehigh University, and Craig Gordon, founder and managing director of Blueshift Research will present their ideas as to how artificial intelligence (AI) can be incorporated […]

Probyto’s Daily Knowledge Bytes – 123Neural networks facilitate optimization in the search for new materialsSorting through millions of possibilities, a search for battery materials delivered results in five weeks instead of 50 years. Check the full insights!#NeuralNetworks #Materials #ArtificialIntelligence #MachineLearning #ProbytoSource: http://news.mit.edu/2020/neural-networks-optimize-materials-search-0326Follow us:LinkedIn: https://www.linkedin.com/company/probyto/Twitter: https://twitter.com/probytoInstagram: https://www.instagram.com/probyto/Facebook: https://www.facebook.com/probyto/

Probyto’s Daily Knowledge Bytes – 127Data Visualization is a highly relevant and crucial task in data science. This blog showcase the importance of proper Data Visualization techniques and why it is essential to follow the heuristics. Hopefully, you will pick up some concepts that help when visualizing data in real-time. Interesting!#DataScience #DataVisualization #Heuristics #BigData #ProbytoSource: […]

Probyto’s Daily Knowledge Bytes – 128Facial recognition company Rank One released a new form of facial recognition called periocular recognition, which can supposedly identify individuals by just their eyes and eyebrows. Rank One says the new system uses an entirely different algorithm from its standard facial recognition system and is specifically meant for masked individuals. […]

Most businesses grow and shrink over time, and the business you have today isn’t the business you’ll have in six months, let alone in one, three or five years. Growth and business tides — upsurges and down surges — are key reasons why it’s important to scale infrastructure the right way.What is Scalability?A scalable system […]

In various business functions, including product creation, sales and marketing, and customer service, a Small Business (SMB) can harness the advantages of machine learning and artificial intelligence. SMBs need a deliberate, systematic approach to enable AI in their business operations rather than a hasty implementation process. Here are some of the steps that they can […]

Probyto’s Daily Knowledge Bytes – 130Dimensionality reduction involves reducing the number of input variables or columns in modeling data. LDA is a technique for multi-class classification that can be used to automatically perform dimensionality reduction. In this blog, we’ll learn how to evaluate predictive models that use an LDA projection as input and make predictions […]

Dashboards are a unique and powerful way to present data-based intelligence using data visualization techniques that display relevant, actionable data as well as track stats and key performance indicators (KPIs). Dashboards should present this data in a quick, easy-to-scan format with the most relevant information understandable at a glance.Here are the some important things you […]

A business dashboard is an information management tool that tracks and simplifies complex data sets and leverages data visualizations, allowing users to gain quick insight into current performance. It’s also commonly known as a business intelligence dashboard or BI dashboard.A business intelligence dashboard displays proprietary company information on a single screen after converting it into […]

APIs are everywhere and they are serving a diverse set of needs for heterogeneous set of customers by enabling developers to build applications using the APIs and entertain the end-user needs. The advent of API based development model has greatly transformed the architectural patterns with a more sophisticated approach of application development without re-invention of […]

10 questions you can ask an AI disruptor. #AskAIDisruptorCould you define AI in the simplest terms possible?What are the benefits/capabilities of AI?What value can it bring to organisations? Are there any disadvantages?There’s been a lot of hype around AI recently, but we know it’s been around for some seven decades already. Can you give some […]

Probyto’s Daily Knowledge Bytes – 131As more organizations adopt data science into their business processes, there are increasing concerns and risks about automated decisions made by ML/AI models. Interpretable features help organizations stay accountable for their data-driven decisions and meet regulatory compliance requirements. With white-box models data science is actionable, explainable and accountable. Read along!#DataTransparency […]

Probyto’s Daily Knowledge Bytes – 122Deep learning for mechanical property evaluationNew technique allows for more precise measurements of deformation characteristics using nanoindentation tools. Here is the insightful blog!#MaterialsScienceandEngineering #ArtificialIntelligence #MachineLearning #DepartmentofEnergy #ProbytoSource: http://news.mit.edu/2020/deep-learning-mechanical-property-metallic-0316Follow us:LinkedIn: https://www.linkedin.com/company/probyto/Twitter: https://twitter.com/probytoInstagram: https://www.instagram.com/probyto/Facebook: https://www.facebook.com/probyto/

Probyto’s Daily Knowledge Bytes – 118Muscle signals can pilot a robotCSAIL’s Conduct-A-Bot system uses muscle signals to cue a drone’s movement, enabling more natural human-robot communication. Check the full story!#ComputerScienceandArtificialIntelligenceLaboratory #CSAIL #Robotics #Neuroscience #BrainandCognitiveSciences #Muscles #HumanComputeraInteraction #ProbytoSource: http://news.mit.edu/2020/conduct-a-bot-muscle-signals-can-pilot-robot-mit-csail-0427Follow us:LinkedIn: https://www.linkedin.com/company/probyto/Twitter: https://twitter.com/probytoInstagram: https://www.instagram.com/probyto/Facebook: https://www.facebook.com/probyto/

Probyto’s Daily Knowledge Bytes – 1215 Popular Python Libraries to Perform Web ScrapingThe phrase “we have enough data” does not exist in data science parlance. And there are often situations when the data isn’t enough. That’s when the power of web scraping comes to the fore. It is a powerful technique that any analyst or […]

Probyto’s Daily Knowledge Bytes – 120This AI creates entire songs complete with music, lyrics, and vocalsOpenAI today introduced ‘Jukebox,’ an open-source AI system for generating novel music complete with lyrics and vocals. Simply put, it’s the most impressive music-writing AI we’ve seen yet. Interesting read!#Technology #Music #Lyrics #Singing #OpenAI #ArtificialIntelligence #ProbytoSource: https://thenextweb.com/neural/2020/04/30/this-ai-creates-entire-songs-complete-with-music-lyrics-and-vocals/Follow us:LinkedIn: https://www.linkedin.com/company/probyto/Twitter: https://twitter.com/probytoInstagram: […]

Probyto’s Daily Knowledge Bytes – 119The Problem Of Fake News, Misinformation, And How AI Can Help To Deal With ItFake News is everywhere. Just recently, fear-mongering news about the Coronavirus had been widespread on Whatsapp. The situation became so severe, that the government had to put regulations in check and criminalize the spreading of fake […]

Probyto’s Daily Knowledge Bytes – 117Researchers claim this AI model achieves better compression rates than PNGsEarlier this month, researchers from The University of Texas at Austin, Sheng Cao, Chao-Yuan Wu, and Philipp Krahenbuhl, published a paper✎ EditSign that looks at using super-resolution to get lossless compression of images. The model is called Super-Resolution based Compression […]

Probyto’s Daily Knowledge Bytes – 1169 Benefits of Implementing Artificial Intelligence in MarketingAs a big hit among top CMOs today, AI is highly admired as a way to save time and money. Indeed, a global study by Salesforce this year indicated that more than half of marketers are already using AI, and over a quarter […]

Probyto’s Daily Knowledge Bytes – 115Inpainting with AI — get back your images! [PyTorch]Did you know the old childhood photo you have in that dusty album can be restored? Yeah, that one in which everyone is holding hands and having the time of their lives! Don’t believe me? Check this out here!!#Python #ArtificialIntelligence #DeepLearning #NeuralNetworks […]

Probyto’s Daily Knowledge Bytes – 114With lidar and artificial intelligence, road status clears up after a disasterAutomated tools can help emergency managers make decisions, plan routes, and quantify road damage at city scales. Check out this interesting blog!#NaturalDisasters #Imaging #Lidar #Weather #ArtificialIntelligence #Algorithms #Research #ProbytoSource: http://news.mit.edu/2020/lidar-and-ai-road-status-clears-after-disaster-0415Follow us:LinkedIn: https://www.linkedin.com/company/probyto/Twitter: https://twitter.com/probytoInstagram: https://www.instagram.com/probyto/Facebook: https://www.facebook.com/probyto/

Probyto’s Daily Knowledge Bytes – 113Build your own Vehicle Detection Model using OpenCV and PythonExcited by the idea of smart cities? You’ll love this tutorial on building your own vehicle detection system. Learn how to detect moving objects before diving into the implementation part and build the automatic vehicle detector using OpenCV and Python.Interesting!#ComputerVision #Image […]

Probyto’s Daily Knowledge Bytes – 112Scientists Unveil Tech To Tame The AI Energy BlackholeOur ever-growing sea of connectivity powered by technologies such as Big Data, AI, 5G, and IoT has created an enormous tsunami of data that is, unfortunately, playing a significant role in killing our planet. A group of scientists has warned that the […]

Probyto’s Daily Knowledge Bytes – 111How AI helps scientists find reliable coronavirus researchAs the world unites in the fight against COVID-19, scientists and researchers around the world are studying the novel coronavirus and publishing their findings in peer-reviewed journals and pre-print servers. Among other efforts to help fight the coronavirus pandemic, AI researchers are fast […]

Probyto’s Daily Knowledge Bytes – 1105 Amazing Google Colab Hacks You Should Try Today!In this article, five awesome Google Colab hacks are listed that are found to be really useful in one’s data science journey. These hacks will not just save one a lot of time but will broaden their understanding of Colab as a […]

Although AI is the hottest trend in technology, the pace of actual adoption and deployment is a different story. Most notably, a CIO survey in 2018, cited that only 1 in 3 AI projects are successful. This means that the greater majority of projects are not being completed on time, are exceeding expected budgets, and […]

Probyto’s Daily Knowledge Bytes – 132The growth of machine learning applications has created a demand for off-the-shelf machine learning methods that can be used more easily and without necessarily expert knowledge. The goal is to progressively automate these manual tasks in what is being called AutoML. Read it for more insights!#SoftwareDevelopment #AutomatedMachineLearning #DevOps #MachineLearninG #AI […]

Probyto’s Daily Knowledge Bytes – 133A lot of information in the world is unstructured — raw text in English or another human language. How can we get a computer to understand unstructured text and extract data from it? Natural Language Processing, or NLP, is the sub-field of AI that is focused on enabling computers to […]

The expectations of customers are the brick paver which guide the progress of their relationships with any business. The corona pandemic has made the predictable uncertain, eradicated and re-written marketing personas from the past. The value that Voice of Customer programs offer, with best data to guide strategy, have an accurate external view from the […]

Probyto’s Daily Knowledge Bytes – 134Data scientists are part of virtually every major industry, and agriculture is no exception. Agriculture has become increasingly high-tech over the years. Much more than in the past, agriculture professionals now can dig into data and use it to make highly informed decisions. In this blog,  read six ways in […]

Not so long ago, technology that could learn and solve problems on its own was found only in science fiction. Today, devices with these advanced capabilities are emerging all around us, representing the latest wave of rapid progress. Artificial intelligence (AI) is redefining our way of life, enabling machines to do what people once thought […]

For years, humans have recognised images better than computers. Our error rate has been steadily at 5 per cent while computer algorithms were at 30 per cent. However, with the rise of computer vision and deep learning, the gap between humans and computers has slowly closed. Within the last two years, researchers have seen computer […]

Version control systems (VCS) are tools used to keep track of changes to source code or other collection of files and folders. Version Control system tracks the history of change to some set of document. It facilitates collaboration. Version Control System track changes to folder and its contents in a series of snapshots. So, we […]

APIs provide standard application programming interfaces for application components to talk to each other using protocols. Some way or other almost all application today use some type of an API for communicating with their internal components, business services, third-party systems, databases, etc. Writing a standard API requires security policies, usage policies, collecting and analysing statistics.Developing […]

Probyto’s Daily Knowledge Bytes – 136A common refrain for computer vision researchers is that modern deep neural networks are always hungry for more labeled data — current state-of-the-art CNNs need to be trained on datasets such as OpenImages or Places, which consist of over 1M labelled images. However, for many applications, collecting this amount of […]

Probyto’s Daily Knowledge Bytes – 137Microsoft Excel is the gold standard in data analysis tools. There’s no question about it – industry experts, professionals and veterans still lean heavily on Excel’s prowess and Swiss Army Knife nature to slice and dice their data. In this article, learn 3 classic Excel tricks that you can use […]

Probyto’s Daily Knowledge Bytes – 139Here are artificial intelligence’s 8 future-shaping benchmarks every data scientist of your time should know, told  from the perspective of a future artificially intelligent robot. Insightful!#ArtificialIntelligence #DataScience #MachineLearning #Science #Technology #ProbytoSource: https://medium.com/towards-artificial-intelligence/future-of-artificial-intelligence-841b1d48511dFollow us:LinkedIn: https://www.linkedin.com/company/probyto/Twitter: https://twitter.com/probytoInstagram: https://www.instagram.com/probyto/Facebook: https://www.facebook.com/probyto/

Probyto’s Daily Knowledge Bytes – 140Git and GitHub are essential tools for any data science professional who wants to code. Learn the value and the in’s and out’s of Git and GitHub in this comprehensive guide for beginners!#Git #GitHub #DataScience #Beginners #ProbytoSource: https://www.analyticsvidhya.com/blog/2020/05/git-github-essential-guide-beginners/Follow us:LinkedIn: https://www.linkedin.com/company/probyto/Twitter: https://twitter.com/probytoInstagram: https://www.instagram.com/probyto/Facebook: https://www.facebook.com/probyto/

Probyto’s Daily Knowledge Bytes – 141In this article, two of the most used analytics and business intelligence tools are discussed– Tableau and Qlik Sense. They have compared both of them with some common parameters with both of them having their own pros and cons. Have you ever used any of these platforms?  No matter what […]

Probyto’s Daily Knowledge Bytes – 142Through this article, understand and sense-check model decision making through inspecting attributions, visualize token attributions. It also provide easy to use code so that anyone can apply this to their PyTorch models. So, do check it out!#AI #ExplainableAi #NLP #Pytorch #Python #ProbytoSource: https://towardsdatascience.com/open-the-black-box-understand-what-drives-predictions-in-deep-nlp-models-833f3dc923d0Follow us:LinkedIn: https://www.linkedin.com/company/probyto/Twitter: https://twitter.com/probytoInstagram: https://www.instagram.com/probyto/Facebook: https://www.facebook.com/probyto/

AI is core to Manufacturing’s real-time future. Real-time monitoring provides many benefits, including troubleshooting production bottlenecks, tracking scrap rates, meeting customer delivery dates, and more. It’s an excellent source of contextually relevant data that can be used for training machine learning models. Supervised and unsupervised machine learning algorithms can interpret multiple production shifts’ real-time data […]

Probyto’s Daily Knowledge Bytes – 148Ever wondered where you appear on the internet? Now, a facial recognition website claims you can upload a picture of anyone and the site will find that same person’s images all around the internet. Check out to know more about that website!#FaciaRejuvenation #Tech #AI #Privacy #Internet #ProbytoSource: https://onezero.medium.com/this-simple-facial-recognition-search-engine-can-track-you-down-across-the-internet-518c7129e454Follow us:LinkedIn: https://www.linkedin.com/company/probyto/Twitter: […]

Probyto’s Daily Knowledge Bytes – 147This is an essential article on what one need to know in the decision tree vs. random forest debate. Dive into the major differences between these two methods, and answer the key question – which machine learning algorithm should one go with? Read along!#Algorithm #Classification #MachineLearning #Supervised #Python #StructuredData #ProbytoSource: […]

Probyto’s Daily Knowledge Bytes – 146Geospatial data is goldmine right now and kepler.gl is a wonderful Python library for visualizing this geospatial data. In this article, learn how to use kpler.gl, how to visualize geospatial data, and go through a real-world case study.#DataVisualization #Libraries #Transport #Python #StructuredData #ProbytoSource: https://www.analyticsvidhya.com/blog/2020/06/learn-visualize-geospatial-data-jupyter-kepler/Follow us:LinkedIn: https://www.linkedin.com/company/probyto/Twitter: https://twitter.com/probytoInstagram: https://www.instagram.com/probyto/Facebook: https://www.facebook.com/probyto/

Probyto’s Daily Knowledge Bytes – 145Tokenization is a key (and mandatory) aspect of working with text data. In this article, the various nuances of tokenization, including how to handle Out-of-Vocabulary words (OOV) are discussed. Check this out!#Algorithm #NLP #Python #Text #UnstructuredData #ProbytoSource: https://www.analyticsvidhya.com/blog/2020/05/what-is-tokenization-nlp/Follow us:LinkedIn: https://www.linkedin.com/company/probyto/Twitter: https://twitter.com/probytoInstagram: https://www.instagram.com/probyto/Facebook: https://www.facebook.com/probyto/

Probyto’s Daily Knowledge Bytes – 143Have you heard people talking about machine learning but only have a fuzzy idea of what that means? Are you tired of nodding your way through conversations with co-workers? Let’s change that!  This guide is for anyone who is curious about machine learning but has no idea where to start. […]

Probyto’s Daily Knowledge Bytes – 149Ever wondered about Hypothesis Testing and the difference between the Z Test and t-Test. Here is an article for your curiosity.  It also include Hypothesis Testing learning using a COVID-19 case study. Check out to know more about it!#Python #Statistics #HypothesisTesting #ZTest #TTest #ProbytoSource: https://www.analyticsvidhya.com/blog/2020/06/statistics-analytics-hypothesis-testing-z-test-t-test/Follow us:LinkedIn: https://www.linkedin.com/company/probyto/Twitter: https://twitter.com/probytoInstagram: https://www.instagram.com/probyto/Facebook: https://www.facebook.com/probyto/

Probyto’s Daily Knowledge Bytes – 151One of the many benefits of using artificial intelligence (AI) is to help us view societal problems from a different perspective. While there’s been much hubbub about how AI might be misused, we must not overlook the many ways AI can be used for good. Our global issues are complex, […]

Probyto’s Daily Knowledge Bytes – 152How does a machine learning project work? What are the different building blocks that go into making a machine learning or artificial intelligence (AI) system? A machine learning system consists of multiple building blocks that need to be managed. Learn about the three key building blocks of machine learning you’ll […]

MySQL is still the world’s most popular relational database, and yet, it’s still not much optimized. In this article, we’ll look at some MySQL optimization tips.PrerequisitesMySQL database server.A MySQL user capable of running root commands.Following are the tips for optimizing the MySQL queries#1: Index All Columns Used in ‘where’, ‘order by’, and ‘group by’ ClausesApart […]

The purpose of the article is to show the installation process of PyQt5 on Windows and to show how to create GUI with the help of PyQt5.  IntroductionPyQt is a GUI widget-toolkit in python. Qt functions as a cross-platform application development framework. It is a Python interface for Qt, one of the most powerful and […]

Python has been one of the most popular programming language used by data scientists and software developers to perform data science tasks. It’s because Python is a very easy and user friendly language built with a lots of open source libraries. There are several data science Python libraries available as of now. While some of […]

New products are being embedded with virtual assistants, while chatbots are answering customer questions on everything from your online office supplier’s site to your web hosting service provider‘s support page. Meanwhile, companies such as Google, Microsoft, and Salesforce are integrating AI as an intelligence layer across their entire tech stack. Yes, AI is definitely having […]

When you take a minute to stop and look around, the technological advancements of today could be perceived as something out of a futuristic novel. Cars are learning to drive, hands-free devices can turn on your lights or toast your bread, and flying drones are circling the skies.While the manifestation of Artificial Intelligence (AI) and […]

These days, technology is advancing quicker than ever. It seems like every day new technology and innovations emerge. So, it can be difficult for businesses to keep up-to-date with all of these changes.But it’s important that you’re aware of upcoming tech trends because they could help you improve processes, discover new opportunities, and grow your […]

An email template is an  reusable HTML file that is used to build email campaigns. It allows us to add things like images and links to an email and, along with CSS-lets us style the campaign to better reflect our company or personal styles. They’re normally saved in your email service provider (ESP) or in […]

In this article, we are going to see how we can easily build a machine learning model using python libraries. Here, we prepare data with pandas, fit and evaluate models with scikit-learn library.The steps that I am going to discuss in this article are1.Load a Dataset2.Data preprocessing and Data analysis3.Build Model using Linear Regression4.Check and […]

Fraudulent credit card transactions are really in many transactions. We can apply machine learning algorithms to lies the past data and predict the possibility of a transaction being a fraud transaction.Overview Of E-Commerce Fraud DetectionBuying and selling of goods or services using the internet, and the transfer of money and data to execute these transactions. […]

Image processing is a method to perform some operations on an image, in order to get an enhanced image or to extract some useful information from it. It is a type of signal processing in which input is an image and output may be image or characteristics/features associated with that image. Nowadays, image processing is […]

ETL PipelineETL is an acronym for Extract, Transform and Load used for extraction of data from a source, its transformation, and then loading into target database/ data warehouse.During Extraction, data is extracted from several heterogeneous sources. For example, business systems, applications, sensors, and databanks. The next stage involves data transformation in which raw data is […]

Probyto’s Daily Knowledge Bytes – 153Ask Python programmers which coding environment they prefer, the answer is invariably Jupyter notebooks. Honestly, Jupyter is synonymous when talking about data science. We take it for granted that this is the best Python coding environment out there. Even I’ve fallen for this line of thought! Here are the 10 […]

Probyto’s Daily Knowledge Bytes – 154Engineers are turning to generative design algorithms to build components for NASA’s next-generation space suit—the first major update in decades. Check the details here!#ArtificialIntelligence #MachineLearning #SpaceSuit #NASA #ProbytoSource: https://www.wired.com/story/nasas-new-moon-bound-space-suits-will-get-a-boost-from-ai/Follow us:LinkedIn: https://www.linkedin.com/company/probyto/Twitter: https://twitter.com/probytoInstagram: https://www.instagram.com/probyto/Facebook: https://www.facebook.com/probyto/

Probyto’s Daily Knowledge Bytes – 155Marketing is undoubtedly an integral part of the customer lifecycle journey from a prospective lead to a loyalist. It concentrates on a customer-centric mass appeal and that’s where an intelligent blend of AI, ML into marketing or better called as marketing automation comes into the picture. Insightful!#ArtificialIntelligence #Marketing #Automation #CustomerValue […]

Are you looking to modernize your whole AI stack?AI Stack fully managed by Probyto on your cloudThe stack include FaaS, Jupyter Lab, ML workflow and lot other toolsStart your free trial today! Visit https://probyto.comFollow us on:Facebook: Facebook/probytoTwitter: Twitter/probytoLinkedIn: LinkedIn/company/probytoInstagram: Instagram/probyto

Can we track the progress of the business usecases and its benefits?Track the features of the AI solution and your AI benefitsGet your latest weekly data insights reportStart your free trial today! Visit https://probyto.comFollow us on:Facebook: https://facebook.com/probytoTwitter: https://twitter.com/probytoLinkedIn: https://linkedin.com/company/probytoInstagram: https://instagram.com/probyto

Probyto AI allows teams to business ideas & have discussions around it?Share and discuss new innovative use cases with teamUpvote, Tag users and Comment in IdeasStart your free trial today! Visit https://probyto.comFollow us on:Facebook: https://facebook.com/probytoTwitter: https://twitter.com/probytoLinkedIn: https://linkedin.com/company/probytoInstagram: https://instagram.com/probyto

Is it possible to list all the assets related to a usecases?Manage all your usecases with RoI driven approachStay updated with all the AI assets built for each use caseStart your free trial today! Visit https://probyto.comFollow us on:Facebook: https://facebook.com/probytoTwitter: https://twitter.com/probytoLinkedIn: https://linkedin.com/company/probytoInstagram: https://instagram.com/probyto

How to manage different data sources to be connected?Configure and connect to the requested data sourcesSetup data attributes with Column Names, Data types, etc.Start your free trial today! Visit https://probyto.comFollow us on:Facebook: https://facebook.com/probytoTwitter: https://twitter.com//probytoLinkedIn: https://linkedin.com/company/probytoInstagram: https://instagram.com/probyto

Our data is dumped as CSV, can it be uploaded directly to Probyto AI?Upload CSV data from Secure Upload in Probyto AIManage and download data for quick accessStart your free trial today! Visit https://probyto.comFollow us on:Facebook: https://facebook.com/probytoTwitter: https://twitter.com/probytoLinkedIn: https://linkedin.com/company/probytoInstagram: https://instagram.com/probyto

Does Probyto AI showcase the operations run on the data?Track the ETL jobs performed on your dataCheck the customized status to track the different stages of operationsStart your free trial today! Visit https://probyto.comFollow us on:Facebook: https://facebook.com/probytoTwitter: https://twitter.com/probytoLinkedIn: https://linkedin.com/company/probytoInstagram: https://instagram.com/probyto

Few of the fields in our data are sensitive. Can we mask it?Anonymize private & sensitive information in your dataMask, encrypt, rename or delete any info in your dataStart your free trial today! Visit https://probyto.comFollow us on:Facebook: https://facebook.com/probytoTwitter: https://twitter.com/probytoLinkedIn: https://linkedin.com/company/probytoInstagram: https://instagram.com/probyto

We work in Big Query. Can Probyto AI connect to it?Connect Probyto AI to different multiple data sourcesRequest Probyto to build Data Connectors for other sourcesStart your free trial today! Visit https://probyto.comFollow us on:Facebook: https://facebook.com/probytoTwitter: https://twitter.com/probytoLinkedIn: https://linkedin.com/company/probytoInstagram: https://instagram.com/probyto

Is it possible to log and view all the dashboards built by the team?Configure, Connect and Manage all the built dashboardsStart building your BI dashboards in https://dashboard.probyto.comStart your free trial today! Visit https://probyto.comFollow us on:Facebook: https://facebook.com/probytoTwitter: https://twitter.com/probytoLinkedIn: https://linkedin.com/company/probytoInstagram: https://instagram.com/probyto

Can we get BI reports every Monday at 10 AM?Schedule dashboards & reports to stay updated without any hassleShare it with specific users so that they too get updatedStart your free trial today! Visit https://probyto.comFollow us on:Facebook: https://facebook.com/probytoTwitter: https://twitter.com/probytoLinkedIn: https://linkedin.com/company/probytoInstagram: https://instagram.com/probyto

Does Probyto AI help to run basic queries on the data and save it?Browse database metadata and execute queriesSave queries and download dataStart your free trial today! Visit https://probyto.comFollow us on:Facebook: https://facebook.com/probytoTwitter: https://twitter.com/probytoLinkedIn: https://linkedin.com/company/probytoInstagram: https://instagram.com/probyto

Can Probyto AI connect to PowerBI or Tableau?Connect Probyto AI to different visualization toolsRequest Probyto to build BI integrations for other sourcesStart your free trial today! Visit https://probyto.comFollow us on:Facebook: https://facebook.com/probytoTwitter: https://twitter.com/probytoLinkedIn: https://linkedin.com/company/probytoInstagram: https://instagram.com/probyto

Hundreds of ML models developed & tested but unable to track them?Configure, Connect and Manage all the built ML modelsTrack all your experiments & artifactsStart your free trial today! Visit https://probyto.comFollow us on:Facebook: https://facebook.com/probytoTwitter: https://twitter.com/probytoLinkedIn: https://linkedin.com/company/probytoInstagram: https://instagram.com/probyto

Can we access and view all the ML codes & notebooks?Log all the production ready ML notebooks built by the teamAccess and view all the ML notebooks for a quick sightStart your free trial today! Visit https://probyto.comFollow us on:Facebook: https://facebook.com/probytoTwitter: https://twitter.com/probytoLinkedIn: https://linkedin.com/company/probytoInstagram: https://instagram.com/probyto

Is it possible to track models built in Python or R?Connect Probyto AI to different programming language environmentsRequest Probyto to build ML Environments for other sourcesStart your free trial today! Visit https://probyto.comFollow us on:Facebook: https://facebook.com/probytoTwitter: https://twitter.com/probytoLinkedIn: https://linkedin.com/company/probytoInstagram: https://instagram.com/probyto

Can we log and manage all the model deployments in Probyto AI?Configure, Connect and Manage all the ML model deploymentsDeploy your all ML models in preferred environmentStart your free trial today! Visit https://probyto.comFollow us on:Facebook: https://facebook.com/probytoTwitter: https://twitter.com/probytoLinkedIn: https://linkedin.com/company/probytoInstagram: https://instagram.com/probyto

Is it possible to access the Docker images to deploy it anywhere?Configure, Connect and Manage all the Docker imagesAccess all the Docker images of ML models at one placeStart your free trial today! Visit https://probyto.comFollow us on:Facebook: https://facebook.com/probytoTwitter: https://twitter.com/probytoLinkedIn: https://linkedin.com/company/probytoInstagram: https://instagram.com/probyto

Can we track the training jobs and check the scoring?Track the ML jobs performed on your ML modelTrack the different stages of model building with customized statusStart your free trial today! Visit https://probyto.comFollow us on:Facebook: https://facebook.com/probytoTwitter: https://twitter.com/probytoLinkedIn: https://linkedin.com/company/probytoInstagram: https://instagram.com/probyto

Connect to your preferred API Gateway to manage all the APIsConnect to different multiple ML ServicesRequest Probyto to build ML Services for other sourcesStart your free trial today! Visit https://probyto.comFollow us on:Facebook: https://facebook.com/probytoTwitter: https://twitter.com/probytoLinkedIn: https://linkedin.com/company/probytoInstagram: https://instagram.com/probyto

Continuously monitor your ML models and provide feedbackMonitor the performance of the ML modelsProvide feedback for continuous improvementsStart your free trial today! Visit https://probyto.comFollow us on:Facebook: https://facebook.com/probytoTwitter: https://twitter.com/probytoLinkedIn: https://linkedin.com/company/probytoInstagram: https://instagram.com/probyto

Manage your Users and control their access in Probyto AIAdd Users with 2FA security, Edit and Deactivate any timeGranular access control policies for users with RBACStart your free trial today! Visit https://probyto.comFollow us on:Facebook: https://facebook.com/probytoTwitter: https://twitter.com/probytoLinkedIn: https://linkedin.com/company/probytoInstagram: https://instagram.com/probyto

Access all your invoices generated for the current subscriptionTrack your invoices for the subscriptionUpgrade your subscription and add new usersStart your free trial today! Visit https://probyto.comFollow us on:Facebook: https://facebook.com/probytoTwitter: https://twitter.com/probytoLinkedIn: https://linkedin.com/company/probytoInstagram: https://instagram.com/probyto

How does Probyto AI manage the closing subscription?Request to Probyto for closure of account in Probyto AIDownload your application data and assets in the processStart your free trial today! Visit https://probyto.comFollow us on:Facebook: https://facebook.com/probytoTwitter: https://twitter.com/probytoLinkedIn: https://linkedin.com/company/probytoInstagram: https://instagram.com/probyto

Setup and onboard various departments in your organizationSetup Organization with basic details and logoAdd departments and activate/deactivate accordinglyStart your free trial today! Visit https://probyto.comFollow us on:Facebook: https://facebook.com/probytoTwitter: https://twitter.com/probytoLinkedIn: https://linkedin.com/company/probytoInstagram: https://instagram.com/probyto

Get access to AI Innovation Lab!Get access to pre-built AI solutions developed by Probyto ExpertsStay updated with latest blogs, e-learning courses and research worksStart your free trial today! Visit https://probyto.comFollow us on:Facebook: https://facebook.com/probytoTwitter: https://twitter.com/probytoLinkedIn: https://linkedin.com/company/probytoInstagram: https://instagram.com/probyto

Can we make notes in specifies pages of the Probyto AI platform?Add quick notes in each pageSearch & Filter for quick accessStart your free trial today! Visit https://probyto.comFollow us on:Facebook: https://facebook.com/probytoTwitter: https://twitter.com/probytoLinkedIn: https://linkedin.com/company/probytoInstagram: https://instagram.com/probyto

Will we be notified with updates and alerts?Get notified with latest updates and alertsSearch & Filter for quick accessStart your free trial today! Visit https://probyto.comFollow us on:Facebook: https://facebook.com/probytoTwitter: https://twitter.com/probytoLinkedIn: https://linkedin.com/company/probytoInstagram: https://instagram.com/probyto

Does Probyto AI provide documentation for ease of use?Get access to proper documentation of Probyto AIStay updated with new feature releasesStart your free trial today! Visit https://probyto.comFollow us on:Facebook: https://facebook.com/probytoTwitter: https://twitter.com/probytoLinkedIn: https://linkedin.com/company/probytoInstagram: https://instagram.com/probyto

Does Probyto AI provide support to any queries?Request Probyto for dedicated support in AI asset buildingGet access to dedicated relationship manager for all requirementsStart your free trial today! Visit https://probyto.comFollow us on:Facebook: https://facebook.com/probytoTwitter: https://twitter.com/probytoLinkedIn: https://linkedin.com/company/probytoInstagram: https://instagram.com/probyto

Manage your profile and update passwordOnboard users with basic information and profile pictureAssign roles and secure user profile with 2FAStart your free trial today! Visit https://probyto.comFollow us on:Facebook: https://facebook.com/probytoTwitter: https://twitter.com/probytoLinkedIn: https://linkedin.com/company/probytoInstagram: https://instagram.com/probyto

Manage your workflows among teams using Probyto AIManage tasks assigned to users & prioritize it to work efficientlyIf short of resources, Request to ProbytoStart your free trial today! Visit https://probyto.comFollow us on:Facebook: https://facebook.com/probytoTwitter: https://twitter.com/probytoLinkedIn: https://linkedin.com/company/probytoInstagram: https://instagram.com/probyto

What type of access control does Probyto AI provide?Role Based Access Control (RBAC) systemGranular access control policies to define rolesStart your free trial today! Visit https://probyto.comFollow us on:Facebook: https://facebook.com/probytoTwitter: https://twitter.com/probytoLinkedIn: https://linkedin.com/company/probytoInstagram: https://instagram.com/probyto

Upload organization policies and make it accessible to usersUpload data policies, NDAs, TPAs, etcAssign relevant documents to users for quick readStart your free trial today! Visit https://probyto.comFollow us on:Facebook: https://facebook.com/probytoTwitter: https://twitter.com/probytoLinkedIn: https://linkedin.com/company/probytoInstagram: https://instagram.com/probyto

Generating quick reports of the AI assets can help in business meetingsGenerate aggregated reports for all activitiesUse custom filters and export in CSV/PDFStart your free trial today! Visit https://probyto.comFollow us on:Facebook: https://facebook.com/probytoTwitter: https://twitter.com/probytoLinkedIn: https://linkedin.com/company/probytoInstagram: https://instagram.com/probyto

How secure our data is? How can we assess the risk?Access comprehensive cyber securityMonitor and track all the user activitiesStart your free trial today! Visit https://probyto.comFollow us on:Facebook: https://facebook.com/probytoTwitter: https://twitter.com/probytoLinkedIn: https://linkedin.com/company/probytoInstagram: https://instagram.com/probyto

Get access to Probyto AI’s audit system to improve the governanceTrack the system auditsMonitor the user actionsStart your free trial today! Visit https://probyto.comFollow us on:Facebook: https://facebook.com/probytoTwitter: https://twitter.com/probytoLinkedIn: https://linkedin.com/company/probytoInstagram: https://instagram.com/probyto

Manage authorized users to access multiple third party applicationsManage licenses of AI tools for teamManage user access to third party toolsStart your free trial today! Visit https://probyto.comFollow us on:Facebook: https://facebook.com/probytoTwitter: https://twitter.com/probytoLinkedIn: https://linkedin.com/company/probytoInstagram: https://instagram.com/probyto

Setup and customize the status and types of AI assetsSetup types for all the servicesCustomize the status for respective assetsStart your free trial today! Visit https://probyto.comFollow us on:Facebook: https://facebook.com/probytoTwitter: https://twitter.com/probytoLinkedIn: https://linkedin.com/company/probytoInstagram: https://instagram.com/probyto

Customize the looks and appearance of the Probyto AI platformConfigure the layout of Probyto AIChange background color of the platformStart your free trial today! Visit https://probyto.comFollow us on:Facebook: https://facebook.com/probytoTwitter: https://twitter.com/probytoLinkedIn: https://linkedin.com/company/probytoInstagram: https://instagram.com/probyto

Connect a custom built application with Probyto AI. Plug-n-Play!Build and manage the API accessExtend Probyto AI with application to integrateStart your free trial today! Visit https://probyto.comFollow us on:Facebook: https://facebook.com/probytoTwitter: https://twitter.com/probytoLinkedIn: https://linkedin.com/company/probytoInstagram: https://instagram.com/probyto

Probyto AI allows customization in email alerts and notificationsGet recent updates via Email for AI activitiesCustomize the notifications and alertsStart your free trial today! Visit https://probyto.comFollow us on:Facebook: https://facebook.com/probytoTwitter: https://twitter.com/probytoLinkedIn: https://linkedin.com/company/probytoInstagram: https://instagram.com/probyto

Can the chat assistant handle cognitive queries on the AI assets?Perform quick actions with Chat AssistantMake basic queries about the AI assets in Probyto AIStart your free trial today! Visit https://probyto.comFollow us on:Facebook: https://facebook.com/probytoTwitter: https://twitter.com/probytoLinkedIn: https://linkedin.com/company/probytoInstagram: https://instagram.com/probyto

Can we personalize the application by using our own DNS?Have your own DNS to work with your clients or internallyMake it easy for your clients to find you easilyStart your free trial today! Visit https://probyto.comFollow us on:Facebook: https://facebook.com/probytoTwitter: https://twitter.com/probytoLinkedIn: https://linkedin.com/company/probytoInstagram: https://instagram.com/probyto

We don’t want our data to be managed in publicDeploy in your private cloud within your own security controlsYou can deploy on public cloud managed by ProbytoStart your free trial today! Visit https://probyto.comFollow us on:Facebook: https://facebook.com/probytoTwitter: https://twitter.com/probytoLinkedIn: https://linkedin.com/company/probytoInstagram: https://instagram.com/probyto

Can the users access the AI Stack with common enterprise credential?We can integrate custom authentication and authorization module on requestStart your free trial today! Visit https://probyto.comFollow us on:Facebook: https://facebook.com/probytoTwitter: https://twitter.com/probytoLinkedIn: https://linkedin.com/company/probytoInstagram: https://instagram.com/probyto

Where does application generated data reside?Define data residency requirements for your deployed versionsData residency in all regions in choice of your cloud providerStart your free trial today! Visit https://probyto.comFollow us on:Facebook: https://facebook.com/probytoTwitter: https://twitter.com/probytoLinkedIn: https://linkedin.com/company/probytoInstagram: https://instagram.com/probyto

Do you want to limit access by VPN/IP address?Define cyber security rules to block access from certain IPsLimit user access using custom security policies set by ProbytoStart your free trial today! Visit https://probyto.comFollow us on:Facebook: https://facebook.com/probytoTwitter: https://twitter.com/probytoLinkedIn: https://linkedin.com/company/probytoInstagram: https://instagram.com/probyto

Does Probyto AI provide support to any queries?Request Probyto for dedicated support in AI asset buildingGet access to dedicated relationship manager for all requirementsStart your free trial today! Visit https://probyto.comFollow us on:Facebook: https://facebook.com/probytoTwitter: https://twitter.com/probytoLinkedIn: https://linkedin.com/company/probytoInstagram: https://instagram.com/probyto

Do you plan to run multiple instances of Probyto AI?Probyto AI can be billed at organization levelOperating in multiple countries? Have centralize global billing!Start your free trial today! Visit https://probyto.comFollow us on:Facebook: https://facebook.com/probytoTwitter: https://twitter.com/probytoLinkedIn: https://linkedin.com/company/probytoInstagram: https://instagram.com/probyto

Probyto Team provides training to onboard Probyto AITraining sessions are provided for smooth onboardingDedicated channel to access trainings & resourcesStart your free trial today! Visit https://probyto.comFollow us on:Facebook: https://facebook.com/probytoTwitter: https://twitter.com/probytoLinkedIn: https://linkedin.com/company/probytoInstagram: https://instagram.com/probyto

Can we request Probyto experts for consultation?Get dedicated resources with skills of your requirementsAvailable on demand to fulfil your needs on time, paid per hourStart your free trial today! Visit https://probyto.comFollow us on:Facebook: https://facebook.com/probytoTwitter: https://twitter.com/probytoLinkedIn: https://linkedin.com/company/probytoInstagram: https://instagram.com/probyto

Exploratory data analysis (EDA) is what every data science enthusiast like to do whenever he/she comes across some interesting data-set. Well the same thing happened with me when I got Covid-19 data of India.I thought may be I will analyze and investigate the dataset and find out top 10 states with maximum number of confirmed […]

Ideas are abstract concepts that people can understand and has no physical form. Ideas are nothing but an outcome of one’s detailed thinking.You don’t need to be too "artistic" to be creative. Everyone can learn to generate bold, groundbreaking ideas by adopting a creative approach and applying the best tools.In an organization every employee has […]

A Company Profile is a description of all the relevant facets of a business. It is a summary that communicates essential information about the organization. So it becomes necessary for the organization to keep their details updated. Probyto AI provides you a feature that lets you set up your company’s basic profile and start onboarding […]

Over the past few years, businesses across many industries have been increasingly relying on Artificial Intelligence to deliver business value. The biggest problem is still a lack of understanding and knowledge. AI still amazes many people it’s like Pandora’s box with lots of secrets.Probyto AI gives you access to AI Innovation Lab, where you will […]

Probyto AI’s Task Pending enables you to view the pending task in your To-do and allows you to check the status of previous works assigned to others.To access to Task Pending follow these steps.Go to User profile icon and click on Task Pending. TASKS PENDINGHere you will be able to see all the tasks with […]

A System Audit is a disciplined approach to evaluate and improve the effectiveness of a system. Audits are carried out to verify that the individual elements within the system are effective and suitable in achieving the stated objectives. Probyto AI allows its user to do a system audit which is an examination of the activities […]

OAuth – Open Authorization, a method in which exchange of token happens that provides some credibility to user entity accessing assets or service via different website or service having single source of credential and not exposing to other Apps, website or service.Probyto AI allows user to connect with different third-party applications via an OAuth connection. […]

Cyber Security or IT Security are the techniques of protecting computers, networks, and data from unauthorized access  that are mostly aimed for the exploitation of the product. Probyto AI allows its users to assess the risk, check whether there is any suspicious activity or not, to check for the threat, to check whether their data […]

API – Application Programming Interface, a unique identifier used to authenticate a user, developer, or calling program and services. API’s are used for software applications to send and receive data in between different services.Probyto AI let you connect a custom built application just like Plug-n-Play !Build and manage the API accessExtend Probyto AI with application […]

Access control is a security technique that regulates who or what can view or use resources in a computing environment. It is a fundamental concept in security that minimizes risk to an organization.Policy Based Access Control (PBAC) is the foundation of context-driven access control models, which are essential to developing viable, dynamic approaches to manage […]

AI is changing every industry and business function, which results in increased interest in AI, its subdomains, such as ML and Data Science. According to a report of 2018, 37% of organizations were looking to define their AI strategies. There has been a lot of progress in it. To use AI in your own business, […]

AI Overview is a graphical description of your all AI assets which are currently running in the platform and gives a brief historical summary of what is involved in making usecase from idea to value.Probyto AI provides a feature of AI Overview that allows you to view the performance of AI assets and track the […]

Probyto AI allows customization of email alerts and notificationsGet recent updates via Email for activities related to AI assetsCustomize the notifications and alertsTo customize your Email alerts and notification setting follow these steps given below-Step-1. Go to Settings tab in the Navigation Panel of your Probyto AI platform.SETTINGSStep-2. Click on Email Settings, and toggle the […]

Probyto AI allows its user to customize the looks and appearance of the Probyto AI platformConfigure the layout of Probyto AIChange background color of the platformTo customize your theme settings follow these steps given below- 1. Go to Settings tab in the Navigation Panel of your Probyto AI platform.SETTINGS2. Click on Theme Settings.THEME SETTINGSChange Theme […]

A clear data policy lets peoples know that you care about the privacy and security of their data, that you’re aware of consumer concerns about how data is collected, used, and shared, and that you want to be up-front about how those activities work in your business.Probyto AI allows you to upload organization policies and […]

Report generation eliminates the need for manually creating reports, lowering the risk of errors, and allowing you to analyze your data. Probyto AI provide you features like generating aggregated reports for all activities, Use custom filters and export in CSV/PDF using GUI query tool.To generates report of AI assets.To generate report of AI assets.Go to […]

Probyto AI is a SaaS based application that provide affordable subscription to its user. In subscription feature it stores all the payment details along with previous invoices and current subscriptions plan details. Probyto AI allows you to access all your invoices generated for the current subscription.Track your invoices for the subscriptionUpgrade your subscription and add […]

In every organization, different terminologies are being used to shows the status of jobs and services. Probyto AI allows you to configure and customize these terminologies according to your preference.Probyto AI platform gives you access to set up and customize the status and types of AI assets-Setup types for all the servicesCustomize the status for […]

If you no longer wants to use a Probyto AI account and its services, you can either request to Probyto for closure of account in Probyto AI and download your application data and assets in the process before you cancel your subscriptions.To Close your Probyto AI account follow these steps-Click on Admin Panel.ADMIN PANEL2. Select […]

Writing notes allows you to highlight important points and details that might otherwise slip from your mind. Taking notes not only helps you retain more information in facts it’s also the key to boosting your productivity. Probyto AI allows you to make short notes to highlight key points.Let’s take a look at the creation of […]

An notification system is an interface that allows messages to appear instantly on the screens of your employees’ computers – no matter where they are located and no matter what device they are using at the time.Probyto AI provides a Notification feature to notify you with updates and alerts.Lets have a look on advantages provided […]

Support options is required to meet your needs, whether you are getting started or already deploying business-critical workloads on Probyto. Probyto AI provides support to any queries.Request Probyto for dedicated support in AI asset buildingGet access to dedicated relationship manager for all requirements.To raise support tickets, follow these steps-Click on Support option.SUPPORT2. Select Create Ticket.CREATE […]

Probyto AI allows you to manage your profile and update password.You can also-Onboard users with basic information and profile pictureAssign roles and secure user profile with 2FATo access User Profile, follow these steps-Go to profile icon and click on Profile.USER PROFILEHere you will get all the details related to your profile such as-NamePhone no.Email, etc.USER […]

To add Data Sources, follow these steps-Click on Data Management on the left Navigation bar.2. Click on Data Sources.3. Click on Add Datasources.4. Select your specific AI Usecase for which you are planning to work. Select Item type, the way you are uploading the data file either manually or from database. Select item name, write […]

In any organization, whether it’s confidential or sensitive information that needs to be shared internally, the need to upload file securely is of utmost importance. Probyto understands the need of uploading the file without any data leak. Probyto AI platforms gives you a feature of Secure Upload which let you, Upload CSV data from Secure […]

ML notebooks have become an integral tool for data scientists across the world. Notebooks are highly-interactive multi-purpose tools that not only let you write and execute code but, at the same time, analyze intermediate results to gain insights while working on a project. To access ML Notebooks, click Machine Learning on the left navigation bar.2. […]

Probyto AI, provides you the ability to share one Platform among multiple users with multiple user accounts, related to different purposes. To do this, each user account is associated with a user role that describes the way the user is going to interact with Probyto AI platform.Probyto AI platforms also provides its users Two-Factor Authentication […]

BI dashboards typically contain multiple data visualizations to gives users a combined view of relevant KPIs and trends for both operational decision-making and strategic planning. They’re more interactive than static reports, usually enabling you to access the data that underlies charts and graphics for further analysis.  Dashboards are an integral component of most BI software […]

A data connector is a process that moves data from one database to another. Often these processes allow for filtering and transformation of the data into a proper format or structure for the purposes of querying and analysis.Probyto AI offers its user to connect platform with their data, wherever it may be, with unrivaled ease […]

Report scheduling helps in information delivery and to optimize the running of many reports on any particular network, for example, during off-peak hours, developers can add automated processes like report scheduling and usecases delivery reports. It also allows users to set up specific parameters to deliver information strategically. User can set up a time frame […]

BI tools have vast benefits including business issues that could easily be solved by employees, improve e-commerce strategies, reduce risk of information exposure to outsiders, determination of the best combination of products and service line customers.Probyto AI offers its users to connect the BI Application Tool platforms with their dashboards wherever it may be, with […]

A Model is an algorithm used to find patterns in data without the programmer having to explicitly program those patterns. The term ML Model refers to the model artifact that is created by the training process. You can use the ML model to get predictions on new data for which you do not know the […]

Probyto AI provides its users to build their ML models using their choice of programming language in a cloud hosted environment. Out of the box support for Python, R, and Java is provided using Jupyter Notebooks platform.To access ML Environment, follow these steps.Step-1. Go to Machine Learning in left navigation bar.Step-2. Click on ML Environments.In […]

_____________INTRODUCTION__________________To access ML Notebooks, click MLOps on the left navigation bar.2. Click ML Docker Registry.3. Click Add Image.4. Fill all the relevant details in the form, select specific AI Usecase for which you are planning to work, select Data Source for the related ML Docker Registry, select specific ML Model. In item type select the […]

A ML Model can only begin to add value in an organization when that model’s insights routinely become available to the users for which it was built. The process of taking a trained ML model and making its predictions available to users or other systems is known as Deployment. Deployment is entirely distinct from routine […]

Monitoring ML models allows you to detect outliers easily and understand which ones are critical, threat or otherwise. It also allows to take immediate action with alerts. Get alerted for a wide range of issues and manage your model’s unique needs, build trustworthy and explainable AI solutions.To access ML Monitor, Click on ML Monitor tab […]

Probyto AI provides its users to connect APIs and microservices across multi-cloud environments. Accelerate your microservices journey with the world’s most popular open source API gateway. Built on top of a lightweight proxy, the Kong Gateway delivers unparalleled latency performance and scalability for all your microservice applications regardless of where they run.To access ML Services, […]

Apache Airflow is a platform that provides an infrastructure for the set-up, performance and monitoring of a defined sequence of tasks, arranged as a workflow. It is very useful for its ability to handle complex relationship between tasks. Apache Airflow is not only limited to Experimentation, Growth Analytics, Search Ranking, Data Warehousing, Anomaly Detection, Infrastructure […]

Docker is a tool for people who work in software engineering. It is used as a platform to run plenty of applications or softwares in their isolated environments.It is the most widely used container runtime. A container runtime is software that executes containers and manages container images on a node. There are other container runtimes […]

Fujitsu has developed an AI which can determine abnormalities in the appearance of products to help detect issues earlier. Catching problems during production enables intervention before materials are wasted—incurring direct and environmental costs. It also saves on the reputational damage and costs associated with returns/recalls after a defective product is shipped to customers. The solution […]

Data Science plays key role in Route planning and Revenue Management of the industry. Understanding traveler demand for specific city pairs and pricing flights are among the main problems airlines solve to survive. Data science allows for more sophisticated ways to accomplish demand analysis. Airlines can use traveler behavioral data, abandon searches on the online […]

With rising cases of pandemic again or as you say the Second wave of COVID-19 have hit us hard. Therefore, every single possibility to control or overcome this pandemic is a blessing to all. In this decade, data is definitely the fuel to ignite such solutions and fight back with a hope.When the pandemic will […]

Pattern recognition through RNNThe technology uses sensors and cameras to capture surrounding conditions and records status data for the vehicle such as the steering wheel angle, road conditions, weather, visibility and speed. The AI system, based on a recurrent neural network (RNN), learns to recognize patterns with the data. If the system spots a pattern […]

If you are working with react then you guys must have heard about the redux. If you are new to redux then don’t worry by the end of this blog you will have the basic knowledge of what is redux and why we are using it so far.Source: https://miro.medium.com/max/3610/1*81uqJUFs_dNwijDAUtAo1A.pngWhy we use it: Big applications have […]

React allows you to create a large application by using  SPA  i.e.  Single Page Application An application that consists of a single page- a single URL. That’s why it is very fast so you don’t need to wait for reloading the whole new page instead you just reload the parts of the page. It only […]

In this process, we basically label some information along the unstructured sentences so that machine can read them. For example, this could involve labeling all people, organizations and locations in a document.Source- https://tagon.ai/wp-content/uploads/2020/12/named_entity-1024×431.png Named entity datasets can help to train a machine learning model to understand the structure and meaning behind a piece of text.Read more…50 […]

Bounding Box is commonly used in image or video tagging, this is an imaginary box drawn on an image. The contents of the box are labeled to help a model recognise it as a distinct type of object.Source- https://cdn.analyticsvidhya.com/wp-content/uploads/2018/12/Screenshot-from-2018-11-29-13-03-17.pngBounding boxes are used across various fields in recent years. Few of which are mentioned below.Bounding boxes […]

Let me repeat: async / await is built on promises.async return a Promise.await wait for a Promise.async/await make promises easier to write.await used inside async.async used before function keyword.Async/Await Function in JavaScript – GeeksforGeeksA computer science portal for geeks. It contains well written, well thought and well explained computer science and programming articles, quizzes and […]

Calculus is a branch of Mathematics, developed by Newton and Leibniz, deals with the study of the rate of change. It helps us to understand the changes between the values which are related by a function.The calculus, is also called analysis includes the rate of change of quantities and the length, area, and volume of […]

UX Design is actually broad term. It incorporate all aspects of a person’s experience with something. It could be an Interactive system an application a website could be product that you hold in your hand.https://www.google.com/search?sa=G&hl=en&tbs=simg:CAQSgQIJ2UcabFlMIqka9QELELCMpwgaOgo4CAQSFNoHhiKfGPYxiirwLbAahDDjI-0oGhqHL6U3RK1_1qDRwYzub-R-iAF-BA9EA positive user experiences one in which the goals of both the user and the organization that created.A user’s experience of […]

Essentially, NLG is concerned with what a machine writes or says itself as the end part of the communication process.Source- https://lionbridge.ai/wp-content/uploads/2018/10/ai-terms_nlg.jpgThe technology can actually tell a story – exactly like that of a human analyst – by writing the sentences and paragraphs for you. NLG is one of the fastest growing technologies being adopted in […]

Big data is larger, more complex data sets, especially from new data sources. These data sets are so voluminous that traditional data processing software just can’t manage them.Source:https://towardsdatascience.com/what-is-big-data-lets-answer-this-question-933b94709caf  TRADITIONAL                               BIG DATASize Very small  more then TDStorage  in GB/TB     […]

From preventing blindness and treating drug and alcohol addiction to fighting poverty, data science is being utilized not only as a business tool – but for the greater good of society.https://ribon.ch/wp-content/uploads/2017/07/data-science.pngHere’s how:Helping the world to see– 0ur data scientists has addressed the issue called visual impairment . According to the World Health Organization, we’re on […]

The Idea Behind ItThe golden ratio divides a line into two parts so that: the long part divided by the short part is also equal to the whole length divided by the long part.A more accurate way to describe it would be, to call it a ratio of line segments when a line is divided […]

‘Human Computer Interaction’ is a design discipline. It’s not the thing that HCI is about, but certainly a very big part of human computer interaction is understanding how to design system for people so, the academic discipline is about studying the way people interact with technology and the design discipline is about how you ‘create’ […]

Big data in the education sector is offering numerous benefits to students and educational institutions. It has revolutionized the way we manage our Education. Whether it be enhancing student’s results, customizing programs or reducing dropouts rate.Source- http://www.allerin.com/wp-blog/wp-content/uploads/2017/08/4-ways-big-data-is-transforming-the-education-sector.jpgBig data has the potential to make a great impact on the classroom. Not only does it provide valuable […]

Quantum computers are machines that use the properties of quantum physics to store data and perform computations. This can be extremely advantageous for certain tasks where they could vastly outperform even our best supercomputers.https://v.fastcdn.co/u/11443291/55139786-0-Quantum-computing-me.pngNext remarkable technology trend is quantum computing, which is a form of computing that takes advantage of quantum phenomena like superposition and […]

Data Science has transformed the healthcare industry in recent years. Whether it be in field of Medical Imaging, Genomics, Drug discovery or Predictive analysis of Cost factor, everything has been transfigured under umbrella of Data Science.Source- https://d2h0cx97tjks2p.cloudfront.net/blogs/wp-content/uploads/sites/2/2019/04/Data-Science-in-Healthcare.jpgThe use of healthcare analytics can potentially reduce the cost of treatment, predict disease outbreaks, circumvent preventable illnesses and […]

Software testing is the most fundamental layer in the software development process, as it represents the process of quality validation and verification of a software product.Testing must be done before deploying the software for use, this helps to discover errors on time and ensure the functionalities of the software works as necessary.The Most Widely Used […]

The full form of ETL is Extract , Transform , and Load. ETL is a process that extracts the data from different sources system then transform the data like applying , calculating and concatenation etc and finally load the data into the data warehouse.https://www.google.com/url?sa=i&url=https%3A%2F%2Frivery.io%2Fblog%2Fetl-vs-elt-whats-the-difference%2F&psig=AOvVaw2Y58AqzhtCcpSp-MJbwwkT&ust=1620968920440000&source=images&cd=vfe&ved=0CAIQjRxqFwoTCKD944LyxfACFQAAAAAdAAAAABADLet’s discuss each of them.Extract : Data is extracted from source for […]

Artificial intelligence is reshaping almost all the aspects of doing business, from finance to sales and R&D to operations. From its experts predicts it is going to transform the marketing strategies massively.The transformation has already begun by using algorithms, handling an extremely huge amount of data, and excellent analytical techniques, to communicate with the targeted […]

DSC is a community of BIG DATA  practitioners. Basically, it is the industry’s online resource for data practitioners which includes from Statistics to Analytics to Machine Learning to AI .DSC provides a community experience that includes a rich editorial platform, social interaction, forum-based support, plus the latest information on technology, tools, trends, and careers.source:https://storage.ning.com/topology/rest/1.0/file/get/4145610325?profile=RESIZE_710xLearn More…Data […]

Data Analytics has started to play an important role in recent years in Football industry. Clubs look to gain a competitive edge on and off the pitch, and big data is allowing them to extract insights to improve player performance, prevent injuries and increase their commercial efficiency.Source- https://i.pinimg.com/originals/c6/d8/fc/c6d8fcf60c914a77682538e4b3e0de69.jpgFor those of you who are starting to […]

State: With Redux, our application state is always kept in plain JavaScript objects and arrays. That means you may not put other things into the Redux state.Action: Actions are plain JavaScript objects that have a type field. As mentioned earlier, you can think of an action as an event that describes something that happened in […]

The Energy Data Analytics Lab is focused on making use of those new and growing sources of energy data trying to find the information in value in previously untapped data sources transform those using machine learning techniques statistical modelling , data mining , data visualisation to actually actualise increased reliability of system decreasing system costs, […]

Fractals in mathematics is a complex geometric shapes that commonly have “fractional dimension”. Fractals is a pattern that repeats forever and every part of it, regardless of how zoomed in or zoomed out, it looks very similar to whole image.Fractals in Real life:SnowflakesWe all have heard that every snowflake is unique.The factor contributing to their […]

Data Analytics is the process of collecting , cleaning and analysing  raw data to make about that information. These Insights are super important to drive smart business.https://cdn.corporatefinanceinstitute.com/assets/data-analytics1.pngThese steps are involve in Data Analytics :Collecting DataCleaning DataManipulating DataAnalysing DataVisualising DataRead More…Data Analytics – Overview, Types, Process, BenefitsData analytics is the science of analyzing raw datasets in […]

Data Science can help you identify your customers’ needs with accuracy. Your inventory levels, production process and delivery procedures may also be improved when you harness the power of data science in your business.Source- https://blog.e-zest.com/hubfs/blog-files/The%20role%20of%20Data%20Science%20applications%20in%20the%20Food%20industry-190606.pngUsing Data Science, you can analyse your stock and the menu choices that many consumers gravitate toward. This shows you what […]

A thunk is a function that wraps an expression to delay its evaluation.Redux Thunk middleware allows you to write action creators that return a function instead of an action. The thunk can be used to delay the dispatch of an action, or to dispatch only if a certain condition is met. The inner function receives […]

Linear Algebra is a part of mathematics that deals with linear equations and linear functions which are represented through matrices and vectors. In simpler words, linear algebra helps you understand geometric concepts such as planes, in higher dimensions, and perform mathematical operations on them. Now what do you see below, well it is a cute […]

Before diving into deep- qualities and its applications in diverse sectors. Let me introduce you what is AI- Artificial Intelligence it refer to “machines that respond to stimulation consistent with responses from humans and capable of performing tasks that require human intelligence”.Qualities of Artificial Intelligence:-Intentionality – Artificial intelligence algorithms are designed to make decisions, often […]

Turing Test is a method of determining  whether machine can demonstrate Human intelligence. If a machine can engage in a conversation with a human without being detected as a machine, it has demonstrated human intelligence.Source- https://cdn.ttgtmedia.com/rms/onlineImages/crm-turing_test.jpgAlan Turing(Proposer of Turing Test) predicted that a machine would pass the Turing Test by 2000. He was close.In 2014, […]

Data Warehouse is one of the hottest topics both in business and in data Science. Data Warehouse, it is the place where companies store their valuable data assets including customer data , sales data , employee data , so on .In short a data warehouse is the de-facto Single Source of data truth for an […]

The HTTP interfaces in Node.Js are designed to support many features of the protocol which have been traditionally difficult to use. In particular, large, possibly chunk-encoded, messages. The interface is careful to never buffer entire requests or responses, so the user is able to stream data.Node.Js has a built-in module called HTTP, which allows Node.js […]

Consider modules to be the same as JavaScript libraries. A set of functions you want to include in your application.Node.Js has a set of built-in modules which you can use without any further installation. To include a module, use the require() function with the name of the module. You can also create your own modules, […]

We are in the information economy and what you have is more and more data being generated in every aspect . You can think of every time you swipe your grocery and when you try to get a discount for buying whatever products data being downloaded to database on most transaction you do there is […]

3V’s stands for volume, velocity, and variety, these are key to understanding how we can measure big data and just how very different ‘big data’ is to old fashioned data.Source: https://cdn.datafloq.com/cache/blog_images/878×531/3vs-sufficient-describe-big-data.jpgThere are three defining properties, is where we’ll start.Volume:  Amount of data generated.Velocity: Speed of generating data per second.Variety: Data could be Structured, Unstructured  & […]

It is a simple tool.it transform your JavaScript code into different format.that format harder to understand, copy, re-use and modify without authorisation.it provides us better security.JavaScript Obfuscator ToolJavaScript Obfuscator is a free online tool that obfuscates your source code, preventing it from being stolen and used without permission.https://obfuscator.io/#JavaScript #FrontEndDeveloper #BackEndDeveloper #Probyto #ProbytoAISubscribe and follow us […]

Sentiment Analysis also known as opinion mining is a Natural Language Processing technique in which we basically examine whether Data is positive, negative or neutral. It is usually performed on textual data to help businesses monitor brand and product sentiment in customer feedback, and understand customer needs.Source- https://monkeylearn.com/static/3ca10d6ce5dc6922836f278aef38f765/50bf7/what-is-sentiment-analysis6%402x.pngSentiment analysis also means you’ll be able to […]

With React-Router-Dom package we can handle the route parameters- part of the url that we want to change based on the object we want to display. In route we designate the URL like “/products/:id”  so by putting a colon before we made the portion of the URL dynamic . For example if we want to […]

Authors: Srivathshan KS, Chibi Chakarvathy, Dandu Aravind PaiGayathri R, Pranesh MP, Parvej Reja SalehIssue: Vol. 1 No. 01 (2020): Probyto AI JournalPharmacovigilance is defined as the science and activities relating to the detection, assessment, understanding and prevention of adverse effects or any other drug related problem. Recognizable proof of Adverse Drug Reactions (ADRs) amid the […]

Authors: Nirmalyan M, Srivathshan KSIssue: Vol. 1 No. 01 (2020): Probyto AI JournalAdaptive assessments are designed to challenge students. High-achieving students can be challenged by more difficult questions, while students who are slightly below the average are encouraged to continue moving forward by answering questions at or slightly above their current achievement level. Our solution […]

Authors: Srivathshan KS, Saurav Kumar, Shreekanth R, Midhilesh E, Parvej Reja SalehIssue: Vol. 1 No. 01 (2020): Probyto AI JournalCustomer agreement are required to follow statuary and legal requirements, which include agreements to be manually signed. In India, paper forms are still prevalent in Banking Industry. The paper forms require customers to fill a template […]

Authors: Unalisha Gohain, Parvej Saleh, Srivathshan KSIssue: Vol. 1 No. 01 (2020): Probyto AI JournalMicroservices Architecture has introduced the idea of developing the functionality as a collection of small services, each running on its own process. Historically, organizations would look to monolithic application suites to overcome business problems. Functionality evaluation was based on an overall […]

Authors: Parvej Saleh, Rajdeep Purkayastha, Srivathshan KSIssue: Vol. 1 No. 01 (2020): Probyto AI JournalAssessment of flood risk zonation and landscape vulnerability to flood are crucial perspective in flood risk management. It is a standout amongst the most genuine catastrophic events in North East, India. The mighty Brahmaputra being one of the significant streams of […]

Authors: Parvej Reja Saleh, Akashjyoti Banik, Debalina Banerjee, Roshan Kumar Gupta, Srivathshan KSIssues: Vol. 1 No. 01 (2020): Probyto AI JournalIn urban areas, exposure to indoor air pollution is expanding because of numerous reasons, including the construction of more tightly sealed buildings, reduced ventilation, the use of synthetic materials for building and furnishing and the […]

Authors: Kavya Parthiban, Shruthi S, Srivathshan KSIssue: Vol. 1 No. 01 (2020): Probyto AI JournalThe objective of this research is to solve the fake news detection problem through a linguistic and a neural network approach, based only on its content. The problem is defined as the task of identifying news with the occurrence of intentional […]

Authors: Jayeesha Ghosh, Srivathshan KS, Parvej SalehIssue: Vol. 1 No. 01 (2020): Probyto AI JournalThe majority of Indian offices still use the old school method of filling up paper-based forms and storing them. They need human interference even when digitalized. The use of digitalized data in the future is inevitable as it makes easier to […]

Authors: Swaswati Dutta, Parvej Saleh, Srivathshan KSIssue: Vol. 1 No. 01 (2020): Probyto AI JournalAs the hype for social media and various other web applications increases, the need for modern scalable data management has become a sheer need to cope with the huge bulks of data. In the domain of text analytics, the data collected […]

Authors: Srivathshan KS, Parvej Reja Saleh, Vishesh Kumar Jha, Joyfred Jesuraj A, Desu Sesha Sai SuhashIssue: Vol. 1 No. 01 (2020): Probyto AI JournalWith a total of 4,156,932,140 internet users by 2017, the number of internet users has increased drastically, reaching 54% of the total population and counting. An increase in the total number of […]

Authors: Rakibul Asheeque, Srivathshan KS, Parvej SalehIssue: Vol. 1 No. 01 (2020): Probyto AI JournalThe Adverse Drug Effects (ADEs) are the harmful reaction towards a prescribed medicine. Pharmacovigilance is the effort to detect, assess and prevent ADEs. ADE detection in one of the most essential objective of post-marketing stage. Food and Drug Administration (FDA) uses […]

Authors: Srivathshan KS, Elamathi S, Parvej Reja SalehIssue: Vol. 1 No. 01 (2020): Probyto AI JournalIn democratic systems, voting is a central piece as it gives individuals in a community to voice their opinion. E-voting was acquainted to address few concerns, such as decrease in number of voters, security and accessibility of current voting systems. […]

Authors: Unnamalai N, Kamalika G, Shubhashri G, Karthik Ramasubramanian, Abhishek Kumar SinghIssue: Vol. 1 No. 01 (2020): Probyto AI JournalArtificial intelligence (AI) has evolved to the stage where it can parse intentions and churn out useful responses to practical queries. Chatbots are AI-driven pieces of software that converse in human terms. They’re not quite ready […]

Authors: Roshan Kumar Gupta, Parvej Saleh, Srivathshan KSIssue: Vol. 1 No. 01 (2020): Probyto AI JournalThe demand for energy is increasing as a result of the growth in both population and industrial development. To improve energy efficiency, consumers need to be more aware of their energy consumption. In recent years, utilities have started developing new […]

There are many types of regression analysis techniques, and the use of each method depends upon the number of factors. These factors include the type of target variable, shape of the regression line, and the number of independent variables.Linear Regression-The linear regression model consists of a predictor variable and a dependent variable related linearly to […]

A regular expression is a sequence of characters that forms a search pattern.The search pattern can be used for text search and text replace operations.A regular expression is a sequence of characters that forms a search pattern. When you search for data in a text, you can use this search pattern to describe what you […]

"use strict"Defines that JavaScript code should be executed in “strict mode”.The "use strict" directive was new in ECMAScript version 5.It is not a statement, but a literal expression, ignored by earlier versions of JavaScript.The purpose of "use strict" is to indicate that the code should be executed in "strict mode".With strict mode, you can not, […]

A store is an immutable object tree in Redux. A store is a state container which holds the application’s state. Redux can have only a single store in your application. Whenever a store is created in Redux, you need to specify the reducer.A reducer is a function that returns the next state of app. A […]

Hoisting is JavaScript’s default behavior of moving declarations to the top.In JavaScript, a variable can be declared after it has been used.In other words; a variable can be used before it has been declared.Example 1: `x =` ; // Assign 5 to xelem = document.getElementById("demo"); // Find an elementelem.innerHTML = x;    // Display x […]

Forward chaining as the name suggests, start from the known facts and move forward by applying inference rules to extract more data, and it continues until it reaches to the goal, whereas backward chaining starts from the goal, move backward by using inference rules to determine the facts that satisfy the goalSource- https://i0.wp.com/understandingcontext.com/wp-content/uploads/2012/11/Backward-Forward.png?resize=452%2C284Forward chaining is […]

React is a JavaScript library developed by Facebook which allows you to build UI components. It facilitates the creation of interactive User Interfaces. React Java Script framework uses server-side rendering to provide a flexible, performance-oriented solution.Whereas Angular is a structural framework for developing dynamic web apps developed by Google. It allows developers to use HTML […]

The term “Cryptocurrency Mining” means gaining cryptocurrencies by solving cryptographic equations through the use of computers. This process involves validating data blocks and adding transaction records to a public record (ledger) known as a blockchain.Source- https://sectigostore.com/blog/wp-content/uploads/2020/10/what-is-crypto-mining-cryptomining-farm-940×588.jpgCryptocurrency mining is an interesting alternative to the traditional centralized systems that currently operate throughout the world. However, it’s very […]

Data is the world’s most valuable resource nowadays.. In an ultra-connected world, data has risen to become a precious and in demand asset, with 2.5 quintillion bytes of data generated by internet users each day.For businesses, data has never been more accessible, and this presents an opportunity to learn more about customers – from their […]

Machine Learning is a system of computer algorithms that can learn from example through self-improvement without being explicitly coded by a programmer. Machine learning is a part of artificial Intelligence which combines data with statistical tools to predict an output which can be used to make actionable insights.Source- https://data-flair.training/blogs/wp-content/uploads/sites/2/2019/07/How-machine-learning-works.jpgBeginners should be aware of few terminologies […]

Augmented Reality(AR):Augmented reality (AR) is an interactive experience of a real-world environment where the objects that reside in the real world are enhanced by computer-generated perceptual information, sometimes across multiple sensory modalities, including visual, auditory, haptic, somatosensory and etc.https://www.google.com/url?sa=i&url=https%3A%2F%2Fwww.dignited.com%2F37325%2Fwhat-is-virtual-reality-vr-and-how-different-is-it-from-augmented-realityar%2F&psig=AOvVaw1FF_YOPlOeQRo0YGHDYeJk&ust=1621577168935000&source=images&cd=vfe&ved=0CAIQjRxqFwoTCKDx1pnS1_ACFQAAAAAdAAAAABAOVirtual Reality(VR):Virtual reality (VR) refers to a computer-generated simulation in which a person can interact within an […]

A database is just like a room in an office where all the files and important information can be stored related to a project. Every company needs a database to store and organize the information.source:https://media.geeksforgeeks.org/wp-content/uploads/20191226200511/db-engine-ranking1.pngOracleIt’s a very powerful secure database that has a well-written document. It takes less space and quickly processes data also you […]

A model parameter is a configuration variable that is internal to the model and whose value can be estimated from data, Whereas a model hyperparameter is a configuration that is external to the model and whose value cannot be estimated from data.Source- https://www.hitechnectar.com/wp-content/uploads/2020/04/Hyperparameter-vs.-Parameter-Differences-Tabular-Diagram.jpgSome examples of model parameters include:The weights in an artificial neural network.The support […]

The energy that we get from sun in the form of heat radiations is known as solar energy. These heat radiations takes photons with them on the surface of earth.According to Wikipedia, more than 384.6 Septillion watts of radiations hit the surface of the earth every second.It is enough for almost 500,000 years of the […]

Regression Analysis is a statistical method that helps to understand how the value of the dependent variable is changing corresponding to an independent variable when other independent variables are kept fixed. It predicts continuous or real values such as temperature, age, salary, price, etc.Examples of regression can be:Prediction of rain using temperature and other factorsDetermining […]

Computer vision describes the process of using digital images and videos to gain stronger insights from users. Information from data sources is extracted automatically, analyzed, and understood. In recent years, it has been used for medical image analysis, facial recognition, surveillance, pollution monitoring, and other highly advanced systems.https://xd.adobe.com/ideas/wp-content/uploads/2020/07/what-is-computer-vision-how-does-it-work-1.png.webpComputer vision can solve more complex problems such […]

UX is about the entire experience that the user has with the product, the company, and the services. Everything from the way customer service is perceived to how easily the product is released from the package.User interface (UI) design is the process designers use to build interfaces in software or computerized devices, focusing on looks […]

The Corona Virus (COVID-19) has taught us many hard lessons,  which is the importance of being prepared and being able to theorize, hypothesize and predict.All of these skills are supplied by data scientists and analysts. But, in today’s world, it is crucial to prepare and educate the average business team member to improve data literacy […]

There’s no single cause which results in a cyclone, but it’s a chain of events that finally ends up as a Cyclone.Let’s analyse those chain of events one by one :A large warm and still ocean area with temperature above 27ºC formed. Due to this, the air above these area get heated and therefore it […]

Once you start seeing how easily machine learning techniques can be applied to problems that seem really hard (like handwriting recognition), you start to get the feeling that you could use machine learning to solve any problem and get an answer as long as you have enough data. Just feed in the data and watch […]

Trainer: Probyto Data Science & Consulting Pvt. Ltd.Partners: EICT – IIT Guwahati & NIT MeghalayaDAY-1Introduction to PythonDAY-2Introduction to Python PackagesExploratory Data Analysis PipelineDAY-3A Comprehensive ML Workflow with PythonMulti-class Classification using Wine DatasetDAY-4Write your first Deep Learning program, ‘Hello World’FMNIST Dataset using Multi-layer PerceptronConvolutions – How do they work?FMNIST using CNNOverfitting in Cats vs Dogs DatasetAugmentation […]

Trainer: Probyto Data Science & Consulting Pvt. Ltd.Partners: EICT – IIT Guwahati & PSGKR CoimbatoreDAY-1Data Science Application Development for IndustryDAY-2Business Process Definition and Exploratory Data AnalysisSQL with TableauTranslate Business Needs to Technical SpecificationBusiness IntelligenceSQL and Tableau DemoDAY-3Introducing Scikit-LearnWhat is Machine Learning?Principal Component AnalysisHyperparameters and Model ValidationFeature EngineeringLinear RegressionRandom ForestsSupport Vector MachinesImage FeaturesText PreprocessingFeature extractionText ClassificationWorking […]

Trainer: Probyto Data Science & Consulting Pvt. Ltd.Partners: EICT – IIT Guwahati & Sastra University, ThanjavurDAY-1Introduction to PythonDAY-2Introduction to Data AnalyticsDAY-3Introduction to Machine LearningDAY-4Introduction to Supervised LearningDAY-5Introduction to Unsupervised LearningDAY-6Data Science ProjectGet access to full course…Probyto AI e-Learning Portal: Log in to the site#DataScience #AI #ML #OnlineCourses #FDP #Probyto #ProbytoAISubscribe & Follow us for latest […]

Trainer: Probyto Data Science & Consulting Pvt. Ltd.Partners: EICT – IIT Guwahati & Sri Sankara Arts & Science College, Tamil NaduDAY-1Data Science OverviewData Analytics OverviewEDA – Human Body Temperature DatasetStatistical Analysis and Business ApplicationsDAY-2Introduction to NumpyIntroduction to SciPyDAY-3Introduction to PandasIntroduction to MatplotlibDAY-4What is Machine Learning?Introduction to Scikit-LearnFeature EngineeringLinear RegressionPrincipal Component AnalysisK-Means ClusteringDAY-5Data Science Project using […]

Trainer: Probyto Data Science & Consulting Pvt. Ltd.Partners: NEHU, ShillongDAY-1Introduction to PythonDAY-2Introduction to NumpyIntroduction to PandasDAY-3Introduction to MatplotlibData Science ProjectGet access to full course…Probyto AI e-Learning Portal: Log in to the site#DataScience #AI #ML #OnlineCourses #FDP #Probyto #ProbytoAISubscribe & Follow us for latest in field of AI & Tech and stay updated!Facebook: https://facebook.com/probytoTwitter: https://twitter.com/probytoLinkedIn: https://linkedin.com/company/probytoInstagram: […]

Trainer: Probyto Data Science & Consulting Pvt. Ltd.Partners: EICT – IIT Guwahati & Bhagalpur College of Engineering, BiharDAY-1Introduction to PythonDAY-2Introduction to NumpyDAY-3Introduction to PandasDAY-4Introduction to MatplotlibGet Access to Full Paper…Probyto AI e-Learning Portal: Log in to the site#DataScience #AI #ML #OnlineCourses #FDP #Probyto #ProbytoAISubscribe & Follow us for latest in field of AI & Tech […]

Trainer: Probyto Data Science & Consulting Pvt. Ltd.Partners: EICT – IIT Guwahati & Bannari Aman Institute of TechnologyDAY-1Data Science OverviewData Analytics OverviewEDA – Human Body Temperature DatasetStatistical Analysis and Business ApplicationsDAY-2Introduction to NumpyIntroduction to SciPyDAY-3Introduction to PandasIntroduction to MatplotlibDAY-4What is Machine Learning?Introduction to Scikit-LearnFeature EngineeringLinear RegressionPrincipal Component AnalysisK-Means ClusteringDAY-5Data Science Project using Bank Customer DatasetGet […]

Trainer: Probyto Data Science & Consulting Pvt. Ltd.Partners: EICT – IIT Guwahati & Bhola Nath College, DhubriDAY-1Introduction to R ProgrammingDAY-2Data Analysis using RDAY-3Statistics using RDAY-4Data Science Project using RGet Access to Full Paper…Probyto AI e-Learning Portal: Log in to the site#DataScience #AI #ML #OnlineCourses #FDP #Probyto #ProbytoAISubscribe & Follow us for latest in field of […]

What is the most common language in DATA SCIENCE ? A.    Java B.    Python C.    R D.    Ruby#DataScience #AI #ML #Quiz #Probyto #ProbytoAISubscribe & Follow us for latest in field of AI & Tech and stay updated!Facebook: https://facebook.com/probytoTwitter: https://twitter.com/probytoLinkedIn: https://linkedin.com/company/probytoInstagram: https://instagram.com/probyto

Which of the following is one of the key data science skills?A.    StatisticsB.    Machine LearningC.    Data VisualizationD.    All of the Above#DataScience #AI #ML #Quiz #Probyto #ProbytoAISubscribe & Follow us for latest in field of AI & Tech and stay updated!Facebook: https://facebook.com/probytoTwitter: https://twitter.com/probytoLinkedIn: https://linkedin.com/company/probytoInstagram: https://instagram.com/probyto

Which of the following is performed by Data Scientist?A.  Define the questionB.  Create reproducible codeC.  Challenge resultsD.  All of the Above#DataScience #AI #ML #Quiz #Probyto #ProbytoAISubscribe & Follow us for latest in field of AI & Tech and stay updated!Facebook: https://facebook.com/probytoTwitter: https://twitter.com/probytoLinkedIn: https://linkedin.com/company/probytoInstagram: https://instagram.com/probyto

Raw data should be processed only one time. A.    True B.    False#DataScience #AI #ML #Quiz #Probyto #ProbytoAISubscribe & Follow us for latest in field of AI & Tech and stay updated!Facebook: https://facebook.com/probytoTwitter: https://twitter.com/probytoLinkedIn: https://linkedin.com/company/probytoInstagram: https://instagram.com/probyto

Which of the following is also referred to as random variable?A.  StochastB.  AleatoryC.  ElietteD.  All of the Above#DataScience #AI #ML #Quiz #Probyto #ProbytoAISubscribe & Follow us for latest in field of AI & Tech and stay updated!Facebook: https://facebook.com/probytoTwitter: https://twitter.com/probytoLinkedIn: https://linkedin.com/company/probytoInstagram: https://instagram.com/probyto

Which of the following is characteristic of Processed Data?A.  Data is not ready for analysisB.  All steps should be notedC.  Hard to use for data analysisD.  None of the Above#DataScience #AI #ML #Quiz #Probyto #ProbytoAISubscribe & Follow us for latest in field of AI & Tech and stay updated!Facebook: https://facebook.com/probytoTwitter: https://twitter.com/probytoLinkedIn: https://linkedin.com/company/probytoInstagram: https://instagram.com/probyto

Which of the following is the probability calculus of beliefs, given that beliefs follow certain rules?A.  Bayesian probabilityB.  Frequency probabilityC.  Frequency inferenceD.  Bayesian inference#DataScience #AI #ML #Quiz #Probyto #ProbytoAISubscribe & Follow us for latest in field of AI & Tech and stay updated!Facebook: https://facebook.com/probytoTwitter: https://twitter.com/probytoLinkedIn: https://linkedin.com/company/probytoInstagram: https://instagram.com/probyto

Which of the following command help us to give message description?A.  git command -mB.  git command -dC.  git command -messageD.  None of the Above#DataScience #AI #ML #Quiz #Probyto #ProbytoAISubscribe & Follow us for latest in field of AI & Tech and stay updated!Facebook: https://facebook.com/probytoTwitter: https://twitter.com/probytoLinkedIn: https://linkedin.com/company/probytoInstagram: https://instagram.com/probyto

Which of the following is the common goal of statistical modelling?A.  InferenceB.  SummarizingC.  SubsettingD.  None of the Above#DataScience #AI #ML #Quiz #Probyto #ProbytoAISubscribe & Follow us for latest in field of AI & Tech and stay updated!Facebook: https://facebook.com/probytoTwitter: https://twitter.com/probytoLinkedIn: https://linkedin.com/company/probytoInstagram: https://instagram.com/probyto

Causal analysis is commonly applied to census data.A.  TrueB.  False#DataScience #AI #ML #Quiz #Probyto #ProbytoAISubscribe & Follow us for latest in field of AI & Tech and stay updated!Facebook: https://facebook.com/probytoTwitter: https://twitter.com/probytoLinkedIn: https://linkedin.com/company/probytoInstagram: https://instagram.com/probyto

Which of the following model is usually a gold standard for data analysis?A.  InferentialB.  DescriptiveC.  CausalD.  All of the Above#DataScience #AI #ML #Quiz #Probyto #ProbytoAISubscribe & Follow us for latest in field of AI & Tech and stay updated!Facebook: https://facebook.com/probytoTwitter: https://twitter.com/probytoLinkedIn: https://linkedin.com/company/probytoInstagram: https://instagram.com/probyto

Which of the following allows you to find the relationship you didn’t about?A.  InferentialB.  ExploratoryC.  CausalD.  None of the Above#DataScience #AI #ML #Quiz #Probyto #ProbytoAISubscribe & Follow us for latest in field of AI & Tech and stay updated!Facebook: https://facebook.com/probytoTwitter: https://twitter.com/probytoLinkedIn: https://linkedin.com/company/probytoInstagram: https://instagram.com/probyto

Which of the following uses data on some object to predict values for other object?A.  InferentialB.  ExploratoryC.  PredictiveD.  None of the Above#DataScience #AI #ML #Quiz #Probyto #ProbytoAISubscribe & Follow us for latest in field of AI & Tech and stay updated!Facebook: https://facebook.com/probytoTwitter: https://twitter.com/probytoLinkedIn: https://linkedin.com/company/probytoInstagram: https://instagram.com/probyto

Which of the following can be considered as random variable?A. The outcome from the roll of a dieB.  The outcome of flip of a coinC.  The outcome of examD.  All of the Above#DataScience #AI #ML #Quiz #Probyto #ProbytoAISubscribe & Follow us for latest in field of AI & Tech and stay updated!Facebook: https://facebook.com/probytoTwitter: https://twitter.com/probytoLinkedIn: https://linkedin.com/company/probytoInstagram: […]

Which of the following random variable that take on only a countable number of possibilities?A.  DiscreteB.  Non DiscreteC.  ContinuousD.  All of the Above#DataScience #AI #ML #Quiz #Probyto #ProbytoAISubscribe & Follow us for latest in field of AI & Tech and stay updated!Facebook: https://facebook.com/probytoTwitter: https://twitter.com/probytoLinkedIn: https://linkedin.com/company/probytoInstagram: https://instagram.com/probyto

Decision tree is a flowchart like tree structure, where each internal node denotes a test on an attribute, each branch represents an outcome of the test, and each leaf node (terminal node) holds a class label. A Decision Tree has many analogies in real life and turns out, it has influenced a wide area of […]

A cluster refers to a collection of data points aggregated together because of certain similarities. K-Means Clustering is an unsupervised learning algorithm that is used to solve the clustering problems in machine learning or data science.The K-means algorithm identifies k number of centroids, and then allocates every data point to the nearest cluster, while keeping […]

Case-based reasoning is based on the paradigm of human thought in cognitive psychology that contends that human experts derive their knowledge from solving numerous cases in their problem domain.Source- https://www.researchgate.net/profile/Lin-Ma-41/publication/27466341/figure/fig1/AS:646076528869376@1531048056256/Case-based-reasoning-lifecycle.pngApplications of CBR includes:Problem resolution for customer service help desks, where cases describe product-related diagnostic problems.It is also applied to areas such as engineering and law, […]

JSON is a format for storing and transporting data.JSON is often used when data is sent from a server to a web page.JSON or JavaScript Object Notation is a format for structuring data.JSON is a lightweight data interchange format.JSON is language independent.JSON is “self-describing” and easy to understand.Example{“employees”:[  {“firstName”:”John”, “lastName”:”Doe”},  {“firstName”:”Anna”, “lastName”:”Smith”},  {“firstName”:”Peter”, “lastName”:”Jones”}]}JSON Syntax […]

Mobile app technology continues to grow. To expand their offerings and consumer reach, businesses around the world are moving to mobile apps.Let’s dive into the mobile app development trends:-Machine LearningCurrently, AI and ML have dominated mobile app growth patterns and made our lives easier. Just give the machines your orders, and you can get many […]

With the HTML DOM, JavaScript can access and change all the elements of an HTML document.DOM(Document Object Model)When a web page is loaded, the browser creates a Document Object Model of the page.The HTML DOM model is constructed as a tree of Objects.According to W3C, the document object model (DOM) is an “application programming interface […]

ECMAScript 2015, also known as ES6, introduced JavaScript Classes.JavaScript Classes are templates for JavaScript Objects.JavaScript Class SyntaxUse the keyword class to create a class.Always add a method named constructor().class ClassName {  constructor() { … }}class Temp { constructor(name, year){this.name = name;this.year = year;  }}Note: A JavaScript class is not an object.It is a template for […]

Dr. Sigal Shaked, Co-founder and CTO, at Datomize, discusses the best approach to overcome data challenges and achieve strong data governance. Sigal has extensive experience of more than 15 years working with data in different fields.AI/ML models are starved for dataLargest barrier in AI implementation is the lack of usable and relevant data. Linear algorithms […]

Big data analytics examines large amounts of data to uncover hidden patterns, correlations and other insights. With today’s technology, it’s possible to analyze your data and get answers from it almost immediately – an effort that’s slower and less efficient with more traditional business intelligence solutions.Why is big data analytics important?Big data analytics helps organizations […]

A decision tree is a flowchart-like structure in which each internal node represents a test on a feature (e.g. whether a coin flip comes up heads or tails) , each leaf node represents a class label (decision taken after computing all features) and branches represent conjunctions of features that lead to those class labels.The paths […]

To create a class inheritance, use the extends keyword.A class created with a class inheritance inherits all the methods from another class.The extends keyword indicates that you are making a new class that derives from an existing class. The meaning of “extends” is to increase the functionality.syntax: class Child extends Parent{ }Exampleclass Car {  constructor(brand) […]

No one can deny the benefits of AI for any industry. The biggest myth surrounding the use of AI for businesses is that it is expensive.Truth is AI may seem expensive in the beginning but it is actually very cost-effective in the long run. Yes, there is a bit of an initial investment, but it […]

In almost every industry sector, the market dynamics are changing, which has changed the phase of technology as we know it today. But it’s not just technology and technology trends evolving; many things have changed this year to create a new norm for custom software development. Apart from the pandemic’s depressing year, One thing that […]

Bitcoin (₿) is a decentralized digital currency, without a central bank or single administrator, that can be sent from user to user on the peer-to-peer bitcoin network without the need for intermediaries.[7] Transactions are verified by network nodes through cryptography and recorded in a public distributed ledger called a blockchainSource- https://static.blockgeeks.com/wp-content/uploads/2016/12/whatisbitcoin.jpgBenefits of Bitcoin:1. User Autonomy2. […]

Robotic Process Automation is the use of software with Artificial Intelligence (AI) and machine learning (ML) capabilities to handle high-volume, repeatable tasks that previously required humans to perform. Some of these tasks include:Addressing queriesMaking calculationsMaintaining recordsMaking transactionsThere’s a common misconception that automation is equivalent to robotic process automation, but this isn’t the case as traditional […]

Cloud computing is the delivery of computing services—including servers, storage, databases, networking, software, analytics, and intelligence—over the Internet (“the cloud”) to offer faster innovation, flexible resources, and economies of scale. You typically pay only for cloud services you use, helping lower your operating costs, run your infrastructure more efficiently and scale as your business needs […]

Reinforcement Learning (RL) is the closed form of learning to the way a human being learns. It consists of an intelligent agent that interacts with its environment smartly to reap a numerical reward. The goal of the agent is to learn sequential actions so as to maximize the long time reward. Like a human being […]

The JavaScript this keyword refers to the object it belongs to.It has different values depending on where it is used:In a method, this refers to the owner object.Alone, this refers to the global object.In a function, this refers to the global object.In a function, in strict mode, this is undefined.In an event, this refers to […]

Ethereum is an open-source, blockchain-based, decentralized software platform used for its own cryptocurrency, ether. It enables SmartContracts and Distributed Applications to be built and run without any downtime, fraud, control, or interference from a third party.It is not just a platform but also a programming language (Turing complete) running on a blockchain, helping developers to […]

Voice technology trends are a boon not only for consumers but also for businesses. Some of the most significant advantages of integrating the voice tech into the business organization are as follows:https://lh6.googleusercontent.com/L0xjxwUe-i-sQI-iYNIYmfOowoaQ9TuxqWP-o7eNmc86aOiVKZR5upM7DtsKK1D3bkvNEFhRkPkskLYus3uQ_3GRHV6H7DP8CfWI0vML8NKw00vZWcvoECFyaPMP84v9WJSUOCTsThe use of smart devices with voice assistants improves the state of information sharing. Each and every employee is able to easily access the […]

A hypothesis can be described as a theory or argument that explains some observed phenomenon. There are some ways or tricks to check the Hypothesis, and if the hypothesis is correct, then we apply it to the whole population. This process is known as Hypothesis Testing. The final goal is whether there is enough evidence […]

Flutter is an open-source UI software development kit created by Google. It is used to develop cross platform applications for Android, iOS, Linux, Mac, Windows, Google Fuchsia, and the web from a single codebase.Whereas, React Native is an open-source mobile application framework created by Facebook, Inc. It is used to develop applications for Android, Android […]

JavaScript variables can belong to the local or global scope.Global variables can be made local (private) with closures.Global VariablesA function can access all variables defined inside the function but a function can also access variables defined outside the function, like this:var a = 4;function myFunction() {return a * a;}Global variables can be used (and changed) […]

Dogecoin is a cryptocurrency created by software engineers Billy Markus and Jackson Palmer, who decided to create a payment system as a joke, making fun of the wild speculation in cryptocurrencies at the time. Despite its satirical nature, some consider it a legitimate investment prospect.Fueled by Elon Musk’s continuous support for it over Twitter, Dogecoin […]

If you want to do any task easily, effectively, and efficiently then you should use some tools. You have to select the most useful tools depending on the requirement and technology that you are working on.1.LINXIt is nothing but a low code IDE and server. With the help of LINX, we can build and automate […]

React Native is an open source framework that enables cross-platform mobile application building using JavaScript and React which is an open source JavaScript library developed by Facebook, Instagram, and other developers to build user interfaces. React Native uses JSX to create native apps for Android as well as iOSSource- https://miro.medium.com/max/2100/1*cQPH_vMYWljzjrgUMz-4xg.pngReact Native provides re-usability of code […]

There are no official standards for the Browser Object Model (BOM).Since modern browsers have implemented (almost) the same methods and properties for JavaScript interactivity, it is often referred to, as methods and properties of the BOM.The Window ObjectThe window object is supported by all browsers. It represents the browser’s window.All global JavaScript objects, functions, and […]

Probyto AI Product Webinar Episode 01Probyto AI is a modern integrated platform providing management of complete lifecycle of Artificial Intelligence (AI) based applications, starting from collaborating Ideas with Teams to scaling AI Models.In Episode 1, the speaker explained about Idea-to-Value Management within the platform covering following topics: 1. AI Adoption across Industries 2. Challenges in […]

Probyto AI Product Webinar Episode 03Probyto AI is a modern integrated platform providing management of complete lifecycle of Artificial Intelligence (AI) based applications, starting from collaborating Ideas with Teams to scaling AI Models.In Episode 3, the speaker explained about BI Analytics within the platform covering following topics: 1. Adding & Approving BI Dashboards 2. Exploring […]

Probyto AI Product Webinar Episode 02Probyto AI is a modern integrated platform providing management of complete lifecycle of Artificial Intelligence (AI) based applications, starting from collaborating Ideas with Teams to scaling AI Models.In Episode 2, the speaker explained about Data Management within the platform covering following topics: 1. Adding & Approving Data Sources 2. Anonymizing […]

Probyto AI Product Webinar Episode 04Probyto AI is a modern integrated platform providing management of complete lifecycle of Artificial Intelligence (AI) based applications, starting from collaborating Ideas with Teams to scaling AI Models.In Episode 4, the speaker explained about Machine Learning within the platform covering following topics: 1. Adding & Approving ML Models 2. Track […]

Probyto AI Product Webinar Episode 05Probyto AI is a modern integrated platform providing management of complete lifecycle of Artificial Intelligence (AI) based applications, starting from collaborating Ideas with Teams to scaling AI Models.In Episode 5, the speaker explained about Data Governance & Security within the platform covering following topics: 1. Generating reports of assets built […]

https://media.noria.com/sites/Uploads/2019/12/11/4abc4a21-3964-4b12-8ca5-762891a7f65b_machine-learning-image_extra_large.jpegMachine learning is not a device you can plug into a production line and make the line operate better than before. It is a process that needs inputs from many devices to feed data to it so that data can be collected, evaluated and used to develop knowledge about how the production line works.This knowledge […]

Clustering is a method of grouping objects in such a way that objects with similar features come together, and objects with dissimilar features go apart. It is a common technique for statistical data analysis for Machine Learning and Data Mining. Exploratory data analysis and generalization is also an area that uses clustering.https://www.differencebetween.com/wp-content/uploads/2015/10/Difference-Between-Clustering-and-Classification-Clustering.pngClustering belongs to unsupervised […]

Dimensionality reduction is a way of converting the higher dimensions dataset into lesser dimensions dataset ensuring that it provides similar information. The number of input features, variables, or columns present in a given dataset is known as dimensionality, and the process to reduce these features is called dimensionality reduction. A dataset contains a huge number […]

Clustering is basically a type of unsupervised learning method. An unsupervised learning method is a method in which we draw references from datasets consisting of input data without labelled responses. Generally, it is used as a process to find meaningful structure, explanatory underlying processes, generative features, and groupings inherent in a set of examples.Clustering is […]

It is advisable ,that you don’t take a crash course like video training, but opt instead for interactive online training. Look for both the laboratory and theory courses.In brief, it is not quantitative but qualitative to learn DevOps, so you must analyze your abilities and draw on your prior experience. Also, you must apply DevOps […]

ECMAScript 2009, also known as ES5, was the first major revision to JavaScript.This chapter describes the most important features of ES5.ES5 Features"use strict"String.trim()Array.isArray()Array.forEach()Array.map()Array.indexOf()Array.lastIndexOf()JSON.parse()JSON.stringify()"use strict" defines that the JavaScript code should be executed in “strict mode”.String.trim() removes whitespace from both sides of a string.var str = ”       Hello World!        “; […]

Promises are used to handle asynchronous operations in JavaScript. They are easy to manage when dealing with multiple asynchronous operations where callbacks can create callback hell leading to unmanageable code.Events were not good at handling asynchronous operations.Promises are the ideal choice for handling asynchronous operations in the simplest manner. They can handle multiple asynchronous operations […]

New Features in ES6JavaScript Arrow FunctionsJavaScript For/ofJavaScript ClassesJavaScript PromisesDefault ParametersJavaScript Arrow Functions: Arrow functions allows a short syntax for writing function expressions.You don’t need the function keyword, the return keyword, and the curly brackets.Example// ES5var x = function(x, y) {return x * y;}// ES6const x = (x, y) => x * y;The For/Of LoopThe JavaScript […]

Sophia is a social humanoid robot developed by Hong Kong-based company Hanson Robotics. Sophia was activated on February 14, 2016, and made her first public appearance in mid-March 2016 in Austin, Texas, United States.[3]Sophia has been covered by media around the globe and has participated in many high-profile interviews. In October 2017, Sophia “became” a […]

React Native is like React, but it uses native components instead of web components as building blocks. So to understand the basic structure of a React Native app, you need to understand some of the basic React concepts, like JSX, components, state, and props. If you already know React, you still need to learn some […]

Event refers to the actions performed by the site visitor during their interactivity with the website (or webpage).There can be various types of events like:User clicks on the button.User moves mouse pointer over an image.User pressed any key from keyboard, etc.There are lot of events in jQuery such as bind(), blur(), focus(),  event.type, event.timeStamp property […]

Flutter is Google’s open source technology for creating mobile, desktop, and web apps with a single codebase. Unlike other popular solutions, Flutter is not a framework or library; it’s a complete SDK – software development kit.After its alpha launch in May 2017 and the official stable version release in December 2018, it didn’t take Flutter […]

AJAX is a developer’s dream, because you can:Read data from a web server – after the page has loadedUpdate a web page without reloading the pageSend data to a web server – in the backgroundAJAX = Asynchronous JavaScript And XML.AJAX is not a programming language.AJAX just uses a combination of:A browser built-in XMLHttpRequest object (to […]

Artificial intelligence plays an important role helping Facebook tackle issues such as Hate Speech, Terrorism, Nudity, Graphic Violence, Spam, Suicides Fake Accounts.Facebook Artificial Intelligence Researchers, better known as FAIR, are working to understand and develop AI systems with the intelligence of the human level that can not only advance AI models but police malicious activities […]

Artificial intelligence has been backing multiple Google products and services behind the scenes and we as consumers aren’t aware of those. Some of the major services of Google deeply integrated with AI are its Search engine, Google maps, Youtube, Chrome browser, Voice assistant and many more.Source- https://research.aimultiple.com/wp-content/uploads/2017/05/Google-AI-strategy-v0.3-1-1.pngGoogle’s AI strategy is to create strong capabilities and […]

The recent survey by Stack Overflow shows that today JavaScript is more popular than ever. Actually, almost 70% of professional developers use this programming language.More specifically, you need to keep an eye on the latest JavaScript development trends.#1.React is booming:React has been growing over the past few years and does not show any signs of […]

IntroductionThe use of pesticides, herbicides, and fertilizers for crop production is called conventional farming. Farmers use convectional farming system to grow large quantity crops such as rice, grains, and genetically modified crops. Hydroponic farming utilizes chemicals and liquid fertilizers to facilitate plant growth. While consumers prefer hydroponic vegetables and fruits, food scarcity remains an agricultural […]

Artificial neural network (ANN) is a collection of connected computational units or nodes called neurons arranged in multiple computational layers. Each neuron linearly combines its inputs and then passes it through an activation function, which can be a linear or nonlinear filter. Linear combination of inputs is performed by summing up the products of weights […]

During the last few decades, with the rise of Youtube, Amazon, Netflix and many other such web services, recommender systems have taken more and more place in our lives. From e-commerce (suggest to buyers articles that could interest them) to online advertisement (suggest to users the right contents, matching their preferences), recommender systems are today […]

Cookies are data, stored in small text files, on your computer.When a web server has sent a web page to a browser, the connection is shut down, and the server forgets everything about the user.Cookies were invented to solve the problem “how to remember information about the user”:When a user visits a web page, his/her […]

Array is used to store multiple elements in a single variable. It is often used when we want to store a list of elements and access them by a single variable. Unlike most languages where the array is a reference to the multiple variables, in JavaScript array is a single variable that stores multiple elements.JavaScript […]

Author: Probyto Data Science and Consulting Pvt. Ltd.Data Science for Business Professionals: A Practical Guide for Beginners (English Edition) eBook: Data Science and Consulting Pvt. Ltd., Probyto: Amazon.in: Kindle StoreData Science for Business Professionals: A Practical Guide for Beginners (English Edition) eBook: Data Science and Consulting Pvt. Ltd., Probyto: Amazon.in: Kindle StoreProbyto Data Science and […]

Author: Karthik Ramasubramanian, Abhishek SinghMachine Learning Using R: With Time Series and Industry-Based Use Cases in R eBook: Ramasubramanian, Karthik, Singh, Abhishek: Amazon.in: Kindle StoreMachine Learning Using R: With Time Series and Industry-Based Use Cases in R eBook: Ramasubramanian, Karthik, Singh, Abhishek: Amazon.in: Kindle StoreKarthik Ramasubramanianhttps://www.amazon.in/Machine-Learning-Using-Industry-Based-Cases-ebook/dp/B07LCC6PTP/Subscribe and follow us for latest news in Data Science, […]

Author: Karthik Ramasubramanian, Jojo MoolayilBuy Applied Supervised Learning with R: Use machine learning libraries of R to build models that solve business problems and predict future trends Book Online at Low Prices in India | Applied Supervised Learning with R: Use machine learning libraries of R to build models that solve business problems and predict […]

Author: Abhishek Singh, Karthik Ramasubramanian, Shrey ShivamBuilding an Enterprise Chatbot: Work with Protected Enterprise Data Using Open Source Frameworks: Amazon.in: Singh, Abhishek, Ramasubramanian, Karthik, Shivam, Shrey: BooksBuilding an Enterprise Chatbot: Work with Protected Enterprise Data Using Open Source Frameworks: Amazon.in: Singh, Abhishek, Ramasubramanian, Karthik, Shivam, Shrey: BooksKarthik Ramasubramanianhttps://www.amazon.in/Building-Enterprise-Chatbot-Protected-Frameworks/dp/1484250338/Subscribe and follow us for latest news in […]

A Web API is a developer’s dream.It can extend the functionality of the browserIt can greatly simplify complex functionsIt can provide easy syntax to complex codeWhat is Web API?API stands for Application Programming Interface.A Web API is an application programming interface for the Web.A Browser API can extend the functionality of a web browser.A Server […]

Python is a high-level, general-purpose and a very popular programming language. Python programming language (latest Python 3) is being used in web development, Machine Learning applications. Python Programming Language is very well suited for Beginners, also for experienced programmers with other programming languages like C++ and Java.Python programs generally are smaller than other programming languages […]

Node.js runs single threaded programming, which is very memory efficient, but to take advantage of computers multi-core systems, the Cluster module allows you to easily create child processes that each runs on their own single thread, to handle the load.Example var cluster = require(‘cluster’);if (cluster.isWorker) {console.log(‘I am a worker’);} else {  console.log(‘I am a master’); […]

A data structure is a particular way of organizing data in a computer so that it can be used effectively.For example, we can store a list of items having the same data-type using the array data structure.src:https://media.geeksforgeeks.org/wp-content/uploads/array-2.pngWhat is Linked List?Like arrays, Linked List is a linear data structure. Unlike arrays, linked list elements are not […]

Amazon is applying continuous AI is to better understand their customer search queries and what is the reason they are looking for a particular product. For an e-commerce company to make relevant recommendations to its customers, it is not only crucial for them to know what their customers searched for, but it is also critical […]

This module provides many functions that you can use to retrieve information from the underlying operating system and the computer the program runs on, and interact with it.List of Functionsos.arch()Returns the operating system CPU architecture for which the Node.js binary was compiled. Possible values are 'arm', 'arm64', 'ia32', 'mips', 'mipsel', 'ppc', 'ppc64', 's390', 's390x', 'x32', […]

Any API design follows something called Resource Oriented Design, It consists of three key conceptsResource: A resource is a piece of data, For example, a User.Collection: A group of resources is called a collection. Example: A list of usersURL: Identifies the location of resource or collection. Example: /user1. Use kebab-case for URLseg:/system-orders, if you want […]

Netflix know which genre best fits the tastes of the user. All thanks to state of art recommendation systems.A recommendation engine is a data filtering tool that uses data and algorithms to filter a catalog predicting relevant items and products to the user. Recommendation engines combine both content-based and collaborative-based approaches.Now the content-based approach relies […]

Classification is a process of categorizing a given set of data into classes, It can be performed on both structured or unstructured data. The process starts with predicting the class of given data points. The classes are often referred to as target, label or categories.The classification predictive modeling is the task of approximating the mapping […]

Design and featuresThe repl module exports the repl.REPLServer class. While running, instances of repl.REPLServer will accept individual lines of user input, evaluate those according to a user-defined evaluation function, then output the result. Input and output may be from stdin and stdout, respectively, or may be connected to any Node.js stream.Instances of repl.REPLServer support automatic […]

So here are a few JavaScript concepts that you should know:1. Traversing the DOMThe Document Object Model (DOM) is a programming interface for HTML and XML documents. It is an API that allows developers to make changes in HTML by using JavaScript. This concept is the key to building dynamic websites and helps in linking […]

Tata steel is one of the prominent names in Steel industry in India is usually leader in its domain with over three decades of manufacturing expertise. To sustain its leadership position in a volatile market, Tata Steel needed to fortify its supply chain. Poor visibility of in-plant operations was causing delays in loading trucks. This, […]

What are Pseudo-classes?A pseudo-class is used to define a special state of an element.For example, it can be used to:Style an element when a user mouses over itStyle visited and unvisited links differentlyStyle an element when it gets focusSynatxselector:pseudo-class {  property: value;}Anchor Pseudo-classes–>Links can be displayed in different ways:* unvisited link */a:link {  color: #FF0000;}/* […]

AI plays a huge role in gaming industry in recent times. Creating artificial environments by incorporating Virtual reality, Augmented reality and Mixed reality seems to be the future of the gaming industry. The rise of Artificial Intelligence is an equally important steppingstone in developing games that are smarter and more interactive, and as close to […]

Pros:The assumption that all features are independent makes naive bayes algorithm very fast compared to complicated algorithms. In some cases, speed is preferred over higher accuracy.It works well with high-dimensional data such as text classification, email spam detection.Cons:The assumption that all features are independent is not usually the case in real life so it makes […]

Naive Bayes is a collection of classification algorithms which are based on the so-called Bayes Theorem.Widely used in Machine Learning, Naive Bayes has some crucial applications such as spam detection and document classification.There are different Naive Bayes variations. The most popular of them are the Multinomial Naive Bayes, Bernoulli Naive Bayes, and Binarized Multinomial Naive […]

Although chatbots and RPAs are automation solutions, they are quite different.One of the differences that stands out the most is that chatbots can communicate with a person, while RPAs are not.RPAs, unlike virtual agents, do not have any language recognition technology associated with them, so it is not possible to communicate with them.Therefore, as we […]

Since brewing beer is an art and a science, artificial intelligence offers a powerful helping hand in the latter. After talking about how multinational breweries used data to inform their advertising decisions, Hew Leith and Rob McInerney, founders of IntelligentX, believed a better way to use data was to improve the beer itself. So, that’s […]

Generally, “Mining” is the process of extraction of some valuable material from the earth e.g. coal mining, diamond mining etc. Data Mining is defined as extracting information from huge sets of data. In other words, we can say that data mining is the procedure of mining knowledge from data.Main Purpose of Data MiningBasically, the information […]

Which of the following technique comes under practical machine learning?A. BaggingB. BoostingC. ForecastingD. None of the above#DataScience #AI #ML #Quiz #Probyto #ProbytoAI‌Subscribe & Follow us for latest in field of AI & Tech and stay updated!Facebook: https://facebook.com/probytoTwitter: https://twitter.com/probytoLinkedIn: https://linkedin.com/company/probytoInstagram: https://instagram.com/probyto

Which of the following uses relatively small amount of data to estimate about bigger population?A.  InferentialB.  ExploratoryC.  CausalD.  None of the Above#DataScience #AI #ML #Quiz #Probyto #ProbytoAISubscribe & Follow us for latest in field of AI & Tech and stay updated!Facebook: https://facebook.com/probytoTwitter: https://twitter.com/probytoLinkedIn: https://linkedin.com/company/probytoInstagram: https://instagram.com/probyto

Which of the following analysis helps out to find the effect of variable change?A.  Inferential‌‌B.  Exploratory‌‌C.  Causal‌‌D.  None of the Above#DataScience #AI #ML #Quiz #Probyto #ProbytoAI‌Subscribe & Follow us for latest in field of AI & Tech and stay updated!Facebook: https://facebook.com/probytoTwitter: https://twitter.com/probytoLinkedIn: https://linkedin.com/company/probytoInstagram: https://instagram.com/probyto‌

Which of the following analysis helps out to find the effect of variable change?A.  Descriptive‌B.  Causal‌C.  Predictive‌D.  None of the Above#DataScience #AI #ML #Quiz #Probyto #ProbytoAI‌Subscribe & Follow us for latest in field of AI & Tech and stay updated!Facebook: https://facebook.com/probytoTwitter: https://twitter.com/probytoLinkedIn: https://linkedin.com/company/probytoInstagram: https://instagram.com/probyto

Which of the following is more applicable to the below figure?A. DescriptiveB. CausalC. Predictive D. None of the Above#DataScience #AI #ML #Quiz #Probyto #ProbytoAI‌Subscribe & Follow us for latest in field of AI & Tech and stay updated!Facebook: https://facebook.com/probytoTwitter: https://twitter.com/probytoLinkedIn: https://linkedin.com/company/probytoInstagram: https://instagram.com/probyto

Which of the following analysis is usually modeled by deterministic set of equations?A. Predictive B. CausalC. MechanisticD. All of the Above#DataScience #AI #ML #Quiz #Probyto #ProbytoAI‌Subscribe & Follow us for latest in field of AI & Tech and stay updated!Facebook: https://facebook.com/probytoTwitter: https://twitter.com/probytoLinkedIn: https://linkedin.com/company/probytoInstagram: https://instagram.com/probyto

Which of the following analysis are incredibly hard to infer?A. InferentialB. ExploratoryC. CausalD. Mechanistic#DataScience #AI #ML #Quiz #Probyto #ProbytoAI‌Subscribe & Follow us for latest in field of AI & Tech and stay updated!Facebook: https://facebook.com/probytoTwitter: https://twitter.com/probytoLinkedIn: https://linkedin.com/company/probytoInstagram: https://instagram.com/probyto

The expected value or _______ of a random variable is the center of its distribution.A. ModeB. MedianC. MeanD. Bayesian inference#DataScience #AI #ML #Quiz #Probyto #ProbytoAI‌Subscribe & Follow us for latest in field of AI & Tech and stay updated!Facebook: https://facebook.com/probytoTwitter: https://twitter.com/probytoLinkedIn: https://linkedin.com/company/probytoInstagram: https://instagram.com/probyto

Which of the following of a random variable is a measure of spread?A. VarianceB. Standard deviationC. Empirical meanD. All of the above#DataScience #AI #ML #Quiz #Probyto #ProbytoAI‌Subscribe & Follow us for latest in field of AI & Tech and stay updated!Facebook: https://facebook.com/probytoTwitter: https://twitter.com/probytoLinkedIn: https://linkedin.com/company/probytoInstagram: https://instagram.com/probyto

The square root of the variance is called the ________ deviation.A. EmpiricalB. MeanC. ContinuousD. Standard#DataScience #AI #ML #Quiz #Probyto #ProbytoAI‌Subscribe & Follow us for latest in field of AI & Tech and stay updated!Facebook: https://facebook.com/probytoTwitter: https://twitter.com/probytoLinkedIn: https://linkedin.com/company/probytoInstagram: https://instagram.com/probyto

Which of the following inequality is useful for interpreting variances?A. ChebyshevB. StautaoryC. TestoryD. All of the above#DataScience #AI #ML #Quiz #Probyto #ProbytoAI‌Subscribe & Follow us for latest in field of AI & Tech and stay updated!Facebook: https://facebook.com/probytoTwitter: https://twitter.com/probytoLinkedIn: https://linkedin.com/company/probytoInstagram: https://instagram.com/probyto

For continuous random variables, the CDF is the derivative of the PDF.A. TrueB. False#DataScience #AI #ML #Quiz #Probyto #ProbytoAI‌Subscribe & Follow us for latest in field of AI & Tech and stay updated!Facebook: https://facebook.com/probytoTwitter: https://twitter.com/probytoLinkedIn: https://linkedin.com/company/probytoInstagram: https://instagram.com/probyto

Chebyshev’s inequality states that the probability of a “Six Sigma” event is less than ___________.A. 10%B. 20%C. 30%D. 3%#DataScience #AI #ML #Quiz #Probyto #ProbytoAI‌Subscribe & Follow us for latest in field of AI & Tech and stay updated!Facebook: https://facebook.com/probytoTwitter: https://twitter.com/probytoLinkedIn: https://linkedin.com/company/probytoInstagram: https://instagram.com/probyto

Cumulative distribution functions are used to specify the distribution of multivariate random variables.A. TrueB. False#DataScience #AI #ML #Quiz #Probyto #ProbytoAI‌Subscribe & Follow us for latest in field of AI & Tech and stay updated!Facebook: https://facebook.com/probytoTwitter: https://twitter.com/probytoLinkedIn: https://linkedin.com/company/probytoInstagram: https://instagram.com/probyto

Which of the following is not a step in data analysis?A. Obtain the dataB. Clean the dataC. EDAD. None of the above#DataScience #AI #ML #Quiz #Probyto #ProbytoAI‌Subscribe & Follow us for latest in field of AI & Tech and stay updated!Facebook: https://facebook.com/probytoTwitter: https://twitter.com/probytoLinkedIn: https://linkedin.com/company/probytoInstagram: https://instagram.com/probyto

British Society for Immunology’s are championing the critical role of vaccination and vaccine research in advancing global health through our Celebrate Vaccines campaign. Their goal is to use the expert voice of the immunology community to strengthen public understanding of vaccines, supporting everyone to make informed decisions about vaccination. Vaccine infographicsWe are championing the critical […]

British Society for Immunology’s are championing the critical role of vaccination and vaccine research in advancing global health through our Celebrate Vaccines campaign. Their goal is to use the expert voice of the immunology community to strengthen public understanding of vaccines, supporting everyone to make informed decisions about vaccination. Vaccine infographicsWe are championing the critical […]

Artificial Intelligence in the banking sector makes banks efficient, trustworthy, helpful, and more understanding. It is strengthening the competitive edge of modern banks in this digital era. The growing impact of artificial intelligence in the banking sector minimizes operational costs, improves customer support and process automation.AI in Banking also helps users to select loan amounts […]

There are two types of programmers :one chooses to maintain their calm and keep quiet; the other finds it challenging to speak up and therefore stays quiet.The first category of programmers has high confidence in their ability. They know when to speak up, gain appropriate visibility, and seize the best opportunities in their career.However, the […]

Bayes’ theorem, named after 18th-century British mathematician Thomas Bayes, is a mathematical formula for determining conditional probabilities. This theorem has enormous importance in the field of data science. For example, one of many applications of Bayes’ theorem is the Bayesian inference, a particular approach to statistical inference. Bayesian inference is a method in which Bayes’ […]

Native ComponentsIn Android development, you write views in Kotlin or Java; in iOS development, you use Swift or Objective-C. With React Native, you can invoke these views with JavaScript using React components. At runtime, React Native creates the corresponding Android and iOS views for those components. Because React Native components are backed by the same […]

Text InputTextInput is a Core Component that allows the user to enter text. It has an onChangeText prop that takes a function to be called every time the text changed, and an onSubmitEditing prop that takes a function to be called when the text is submitted.<TextInput  style={{height: 40}} placeholder=”Type here “onChangeText={text => setText(text)}  defaultValue={text}/>Text input […]

Steps involved in machine learning projects1. Defining the problem Assessing the data available (internal and third party sources) or the databases that need to be created, as well as database architecture for optimum storing and processing.Also discuss costs, ROI, vendors, and timeframe. Decision makers and business analysts are heavily involved, and data scientists and engineers […]

Artificial Intelligence is used in prediction & detection of traffic accidents and conditions (by converting traffic sensors into intelligent agents using cameras), it is used in resolving control & optimization problems, Autonomous trucks have been initiated all over the world in recent times, Autonomous trucks will save costs, lower emissions, and improve road safety as […]

If you are new in mobile development, this blog will help you install and build your first React Native app.Installing dependenciesYou will need Node, the React Native command line interface, a JDK, and Android Studio.While you can use any editor of your choice to develop your app, you will need to install Android Studio in […]

Asymptotic analysis of an algorithm refers to defining the mathematical framing of its run-time performance. Using asymptotic analysis, we can very well conclude the best case, average case, and worst case scenario of an algorithm.Asymptotic notations are mathematical tools to represent the time complexity of algorithms for asymptotic analysis.Usually, the time required by an algorithm […]

Artificial intelligence is reinventing the retail landscape. From using computer vision to customize promotions in real time to applying machine learning for inventory management, retailers can harness AI to connect with their customers and operate more efficientlyYou might use AI in CRM software to automate marketing activities, or predictive analytics to identify which customers are […]

If you used Expo CLI or Create React Native App to set up your project, you can preview your app on a device by scanning the QR code with the Expo app—but in order to build and run your app on a device, you will need to eject and install the native code dependencies from […]

Let’s dive deep into the working of these algorithms.Selection SortHere in every iteration of the inner loop, the smallest element is replaced with the starting element in each loop. After the end of each loop, we increment the starting position by 1 and run it till the second last element in the array. Hence, by […]

Space Exploration has always been of interest to scientists and governments across the globe as it holds the key to the origin of mankind and many marvelous wonders of the universe including the possibility of alien lives. To date, scientists have explored roughly only 4% of the visible universe that is made up of planets, […]

A Greedy algorithm is an algorithmic paradigm that builds up a solution piece by piece, always choosing the next piece that offers the most obvious and immediate benefit. So the problems where choosing locally optimal also leads to a global solution are best fit for Greedy.For example- Fractional Knapsack Problem.Dynamic programming is mainly an optimization […]

AI is redefining the defense and security landscape. A growing number of AI startups are seeking new commercial opportunities for their technology in defense contracting. They see lucrative room for their software-as-a-service products in a sector that has traditionally been dominated by established companies like Lockheed Martin and Northrop Grumman.Source- https://www.maximizemarketresearch.com/wp-content/uploads/2018/12/Artificial-intelligence-AI-in-defence.pngOne of the major concerns […]

What does a DBMS do?The DBMS manages the data; the database engine allows data to be accessed, locked and modified; and the database schema defines the database’s logical structure. These three foundational elements help provide concurrency, security, data integrity and uniform data administration procedures. Typical database administration tasks the DBMS supports include change management, performance […]

JSON (JavaScript Object Notation) is most widely used data format for data interchange on the web. JSON is a lightweight text based, data-interchange format and it completely language independent.Like XML, it is one of the way of formatting the data. Such format of data is used by web applications to communicate with each other. But […]

What is unsupervised learning?Unsupervised Learning, also known as Unsupervised Machine Learning, uses machine learning algorithms to analyze and cluster unlabeled datasets. These algorithms discover hidden patterns or data groupings without the need for human intervention. Its ability to discover similarities and differences in information make it the ideal solution for exploratory data analysis, cross-selling strategies, […]

Ethereum is a technology that leverages a way to confidently know what transactions were conducted (a distributed ledger protected from tampering). In this way it is similar to Bitcoin, but it differs in that Ethereum was designed to enable smart contract execution. What this means is that not only can the Ethereum blockchain support the […]

We present a novel view on principal component analysis (PCA) as a competitive game in which each approximate eigenvector is controlled by a player whose goal is to maximize their own utility function. We analyze the properties of this PCA game and the behavior of its gradient based updates. The resulting algorithm — which combines […]

In building, environmentally-friendly materials (also known as green building materials) are those in which, for their production, placing and maintenance, actions of low environmental impact have been performed.They have to be durable, reusable or recyclable, include recyclable materials in their composition and have to be from resources of the area where the building activity will […]

Supervised Learning is the process of making an algorithm to learn to map an input to a particular output. This is achieved using the labelled datasets that you have collected. If the mapping is correct, the algorithm has successfully learned. Else, you make the necessary changes to the algorithm so that it can learn correctly. […]

There’s no time to waste: atmospheric CO2 levels are the highest ever (even with significant drops from the stay-at-home orders for COVID-19), average sea levels are rising (3 inches in the last 25 years alone), and 2019 was the hottest year on record for the world’s oceans. Artificial intelligence isn’t a silver bullet, but it […]

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Flowing DataFiveThirtyEightR-BloggersSimply StatisticsEdwin ChenHunchOpen Source Data Science MastersLearn Data ScienceReddit Machine Learning SubredditCross ValidatedDatatauMetaoptimizeKaggle CompetitionsData Science WeeklyKDNuggetsNeural Information Processing Systems Foundation (NIPS) ConferenceInternational Conference on Machine Learning (ICML)Knowledge Discovery and Data Mining (KDD)Hillary Mason (@hmason)Dj Patil (@dpatil)Jeff Hammerbacher (@hackingdata)Peter Skomoroch (@peteskomoroch)Drew Conway (@drewconway)Nathan Yau (@flowingdata)#Blog #DataScience #ArtificialIntelligence #MachineLearning #SaaS #Probyto #ProbytoAISubscribe and follow us for […]

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A/B testing, also known as split testing, refers to a randomized experimentation process wherein two or more versions of a variable (web page, page element, etc.) are shown to different segments of website visitors at the same time to determine which version leaves the maximum impact and drive business metrics.Essentially, A/B testing eliminates all the […]

The Generative model is considered as a class of statistical models that can generate new data instances. This model is typically used to estimate probabilities, modeling data points and distinguishing between classes based on these probabilities. For eg- Naive Bayes or Bayesian networks, Gaussian Mixture Model (GMM), Hidden Markov model, Linear Discriminant Analysis (LDA).Whereas Discriminative […]

In this blog we will see how we can solve different types of recurrence relations using different approaches.Type 1: Divide and conquer recurrence relations –T(n) = 2T(n/2) + cnThese types of recurrence relations can be easily solved using Master Method.For recurrence relation T(n) = 2T(n/2) + cn, the values of a = 2, b = […]

Primary KeyPrimary Key is a column that is used to uniquely identify each tuple of the table.It is used to add integrity constraints to the table. Only one primary key is allowed to be used in a table. Duplicate and NULL (empty) values are not valid in the case of the primary key. Primary keys […]

Cybersecurity technologies are solutions specifically designed to improve control over IT in ways that keep adversaries out or spot them quicker when they get in.Some of humanity’s greatest thinkers, business leaders and computer scientists have been struggling to produce new cybersecurity technologies.Great progress has been made, but continued innovation across the entire technological landscape and […]

To evaluate object detection models like R-CNN and YOLO, the mean average precision (mAP) is used. The mAP compares the ground-truth bounding box to the detected box and returns a score. The higher the score, the more accurate the model is in its detections.Usually, the object detection models are evaluated with different IoU thresholds where […]

Deep Learning is a subfield of machine learning concerned with algorithms inspired by the structure and function of the brain called artificial neural networks. It has networks capable of learning unsupervised from data that is unstructured or unlabeled.Source- https://i2.wp.com/semiengineering.com/wp-content/uploads/2018/01/MLvsDL.png?ssl=1Deep learning excels on problem domains where the inputs (and even output) are analog. Meaning, they are […]

The master method works only for following type of recurrences or for recurrences that can be transformed to following type. T(n) = aT(n/b) + f(n) where a >= 1 and b > 1There are following three cases: 1. If f(n) = O(nc) where c < Logba then T(n) = Θ(nLogba)2. If f(n) = Θ(nc) where […]

Types of key:https://static.javatpoint.com/dbms/images/dbms-keys-types.png1. Primary keyIt is the first key which is used to identify one and only one instance of an entity uniquely. An entity can contain multiple keys as we saw in PERSON table. The key which is most suitable from those lists become a primary key.In the EMPLOYEE table, ID can be primary […]

Data mining, also known as Knowledge Discovery in Data (KDD), is the process of uncovering patterns and other valuable information from large data sets. Data mining has improved organizational decision-making through insightful data analyses. The data mining techniques  are used to organize and filter data, surfacing the most interesting information, from fraud detection to user […]

Dijkstra’s algorithm is very similar to Prim’s algorithm for minimum spanning tree. Like Prim’s MST, we generate a SPT (shortest path tree) with given source as root.Steps used in Dijkstra’s algorithm to find the shortest path from a single source vertex to all other vertices in the given graph.1) Create a set sptSet (shortest path […]

TablesA table is a set of data represented by columns and rows. A column is referred to as a field and a row is a combination of column values and is referred to as a record. Tables contain a unique set of characteristics and they store data of the same type in each row.Data FieldsA […]

DDL is short name of Data Definition Language, which deals with database schemas and descriptions, of how the data should reside in the database.CREATE: to create a database and its objects like (table, index, views, store procedure, function, and triggers).ALTER: alters the structure of the existing database.DROP: delete objects from the database.TRUNCATE: remove all records […]

We can have three cases to analyze an algorithm: 1) Worst Case 2) Average Case 3) Best CaseLet us consider the following implementation of Linear Search.// C++ implementation of the approach#include using namespace std;// Linearly search x in arr[].// If x is present then return the index,// otherwise return -1int search(int arr[], int n, int […]

Logic is the basis of all mathematical reasoning, and of all automated reasoning. The rules of logic specify the meaning of mathematical statements. These rules help us understand and reason with statements such as such thatwhereImportance of Mathematical LogicThe rules of logic give precise meaning to mathematical statements. Also logic has numerous applications in Computer […]

Instances Instances are the collection of information stored at a particular moment. The instances can be changed by certain CRUD operations as like addition, deletion of data. It may be noted that any search query will not make any kind of changes in the instances.Example –Let’s say a table teacher in our database whose name […]

Robotic Process Automation is a technology that enlists the help of bots, programs that can perform repetitive tasks directly from a user interface. Fast to deploy and easy to update, bots can be a powerful catalyst for system integrations and furthering process automation initiatives.Source- https://www.laserfiche.com/wp-content/uploads/2018/01/RPA_Graphics_Infographic_F.pngRobotic process automation is an ideal technology for reducing costs and […]

Conversational AI is a set of technologies that automates communication and offers human-like interactions. It is often referred to as chatbots and intelligent virtual assistants (IVA), which feature a human interface system. These AI-enabled chatbots and IVA are the most relevant approach for addressing customer needs and improving contact center management.https://miro.medium.com/max/1400/0*zK74jH-VrVF9qe0E.jpgChatbots and virtual assistants are […]

GitHub has launched a GitHub Copilot, a product that leverages AI to help you write code more efficiently. This AI tool can suggest lines of code and even sometimes entire functions. Trained on billions of lines of public code, GitHub Copilot puts the knowledge you need at your fingertips, saving you time and helping you […]

Microsoft has now officially announced Windows 11 is on the way and will be with us before the end of the year. Microsoft has announced that beta builds will be starting to go out to Windows Insiders in the week commencing June 28, 2021.Windows 11 brings a fresher and simpler design to users along with […]

In this blog we will learn several types of constraints that can be created in RDBMS.Types of constraintsNOT NULLUNIQUEDEFAULTCHECKKey Constraints – PRIMARY KEY, FOREIGN KEYNOT NULL:NOT NULL constraint makes sure that a column does not hold NULL value. When we don’t provide value for a particular column while inserting a record into a table, it […]

AI is commonly defined as a machine’s ability to perform cognitive functions we associate with human minds, such as perceiving, reasoning, learning, interacting with the environment, problem solving, and even exercising creativity.From agricultural robotics to soil and crop monitoring to predictive analytics, AI is becoming an integral part in the fight to feed the future […]

According to a study published by M Shahbandeh in Statista, the global apparel market is projected to grow in value from 1.5 trillion USD in 2020 to about 2.25 trillion USD in 2025, showing that the demand for clothing and shoes is on the rise across the world. The increase in demand for quality products […]

What are BFS and DFS for Binary Tree?A Tree is typically traversed in two ways:Breadth First Traversal (Or Level Order Traversal)Depth First Traversals                     Inorder Traversal (Left-Root-Right)                     Preorder Traversal (Root-Left-Right)             […]

https://static.javatpoint.com/dbms/images/dbms-sql-aggregate-functio.png1. COUNT FUNCTIONCOUNT function is used to Count the number of rows in a database table. It can work on both numeric and non-numeric data types.COUNT function uses the COUNT(*) that returns the count of all the rows in a specified table. COUNT(*) considers duplicate and Null.SELECT COUNT(*)FROM PRODUCT_MAST;2. SUM FunctionSum function is used to […]

Merge Sort is a Divide and Conquer algorithm. It divides the input array into two halves, calls itself for the two halves, and then merges the two sorted halves.The merge() function is used for merging two halves. The merge(arr, l, m, r) is a key process that assumes that arr[l..m] and arr[m+1..r] are sorted and […]

Twitter utilizes artificial intelligence is to figure out what tweet recommendations to propose on user’s timelines with the objective of featuring the most pertinent tweets for each person. Prior to this shift, Twitter would show its users tweets in reverse chronological order. Today, the algorithms scan and score thousands of tweets per second to rank […]

In simple words, we can say that the select statement used to query or retrieve data from a table in the database.Let’s see the syntax of select statement.SELECT expressions FROM tables WHERE conditions;Here expression is the column that we want to retrieve.Tables indicate the tables, we want to retrieve records from.Optional Clauses[WHERE Clause] : It […]

QuickSort is a Divide and Conquer algorithm like merge sort. It picks an element as pivot and partitions the given array around the picked pivot. There are many different versions of quickSort that pick pivot in different ways.Always pick first element as pivot.Always pick last element as pivot (implemented below)Pick a random element as pivot.Pick […]

Principal Component analysis (PCA)It is a linear Dimensionality reduction technique.It tries to preserve the global structure of the data.It does not work well as compared to t-SNE.It does not involve Hyperparameters.It gets highly affected by outliers.PCA is a deterministic algorithmIt works by rotating the vectors for preserving variance.We can find decide on how much variance […]

LinkedIn’s initial approach was to identify and establish a set of words and phrases known as blocklist. When an account contained any of these inappropriate words or phrases, it was marked fraudulent and removed from LinkedIn. However, this approach includes a few drawbacks, such as:Scalability because it is a fundamentally manual process and needs to […]

Six Vs of Big Data :-VolumeVelocityVarietyVariabilityVeracityValueVolume:The ability to ingest, process and store very large datasets.The data can be generated by machine, network, human interactions on system etc.The data is measured in petabytes or even Exabyte.Velocity:Speed of data generation and frequency of delivery.The data flow is massive and continuous which is valuable to researchers as well […]

9.1 Data ScientistWell for the data scientist the main problem while using t-SNE is the black box type nature of the algorithm. This impedes the process of providing inferences and insights based on the results. Also, another problem with the algorithm is that it doesn’t always provide a similar output on successive runs.So then how […]

t-Distributed Stochastic Neighbor Embedding (t-SNE) is an unsupervised, non-linear technique primarily used for data exploration and visualizing high-dimensional data. In simpler terms, t-SNE gives you a feel or intuition of how the data is arranged in a high-dimensional space. It was developed by Laurens van der Maatens and Geoffrey Hinton in 2008.The t-SNE algorithm comprises […]

In this blog we will learn SQL.SQL is just a query language; it is not a database. To perform SQL queries, you need to install any database, for example, Oracle, MySQL, MongoDB, PostgreSQL, SQL Server, DB2, etc.What is SQLSQL stands for Structured Query Language.It is designed for managing data in a relational database management system […]

The AI ecosystem includes a skilled workforce and knowledgeable management; the digital capability for capturing, handling, and exploiting data; the technical foundation of trust, security, and reliability; and the investment environment and policy framework needed for AI to flourish. The government retains role in pursuing the harder areas of technology that do not deliver rapid […]

NLP is a technology that helps computers make sense of human language and speech. NLP gives machines the power to undertake highly repetitive tasks with utmost efficiency without human intervention. Machine learning (ML) is an application of artificial intelligence (AI) that provides systems the ability to learn and improve from experience without being explicitly programmed. […]

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Abstract Data type (ADT) is a type (or class) for objects whose behaviour is defined by a set of value and a set of operations.It does not specify how data will be organized in memory and what algorithms will be used for implementing the operations. It is called “abstract” because it gives an implementation-independent view. […]

SAP Software is a European multinational, founded in 1972 by Wellenreuther, Hopp, Hector, Plattner, and Tschira. They develop software solutions for managing business operations and customer relationships.SAP system consists of a number of fully integrated modules, which covers virtually every aspect of business management.SAP is #1 in the ERP market. As of 2010, SAP has […]

Artificial Intelligence can be called the ‘technology of the decade’. It has transformed so many industries and how the information technology leaders can be kept away. Apple Inc. is a tech giant that has adopted AI as its integral part and is using it as its pitch to consumers.Apple’s recent announcements about iOS, iPadOS, and […]

Predicate Logic:Predicate logic is an extension of Propositional logic. It adds the concept of predicates and quantifiers to better capture the meaning of statements that cannot be adequately expressed by propositional logic.The predicate p can be considered as a function. It tells the truth value of the statement p(x) at x  Once a value has […]

Space travel has entered a new era. Though government agencies such as NASA and Roscosmos were responsible for developing the initial technology required to fly humans into space, private companies such as SpaceX are now spearheading the development of the next generation of reusable space shuttles (in addition to manufacturing a variety of other space-bound […]

Tesla’s autopilot is developed upon the principles of deep neural networks. It adopts cameras, ultrasonic sensors, and radar for perceiving the environment surrounding the vehicle.  These sensors and cameras allow the drivers to be receptive to their surroundings which are later on processed in a matter of milliseconds to aid in making the driving safer […]