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Posts In Category "Data Science"

Predictive Modeling The ultimate guide

Predictive Modeling: The Ultimate Guide

What Is Predictive Modeling? Before we answer ‘what is predictive modeling’, let’s understand the basic uses of data. There are three most common uses of data: Analytics, monitoring, and prediction. Data Analytics is the use of past data to infer which event occurred, when it did, and why it did. Real-time Data Monitoring provides information […]

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image processing in python

A-Z Guide on opencv Image Processing in Python

Did you know that we create 1.7MB data every second? A huge part of this data consists of images, media, and video files. opencv Image processing in python helps in handling and utilizing image-based data. With multiple data sets being collected in the organizations every day, image processing in python simply assists in finding a […]

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bagging and boosting

In-Depth Understanding Bagging and Boosting – Learning Ensemble

If you ever watched the popular game show Kaun Banega Crorepati, you would be familiar with the audience poll – one of the lifelines available to contestants when faced with doubt. This particular option, if you have observed carefully, turns out to be the most reliable, as the audience almost always polls correctly. The same […]

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Data Science and Analytics

What is Data Science and Analytics?

Data science is the study of raw data that encompasses data analytics, data mining, and machine learning under one roof. Data science study helps us in finding meaningful patterns and insights from raw and unstructured data and is used to tackle big data that includes data cleansing, preparation, and analysis. As a data scientist, you […]

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Types of Linear Programming Problems: Concepts & Solutions

Linear programming problems consist of a linear function to be maximized or minimized. Linear Programming is a method of performing optimization that is used to find the best outcome in a mathematical model. In linear programming, the objective function (the linear function representing the quantities to be maximized or minimized) and the constraints (the system […]

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Complete Tutorial on Clustering in Data Mining for Beginners and Experts

There is a mind-boggling amount of data that is being generated every day. We generate over 295 billion emails, conduct 5 billion searches and send 65 billion Whatsapp messages every day. And, as a matter of fact, this number is rising steadily. Data mining, true to its name, digs through all this data to uncover […]

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The Ultimate A-Z Guide to Image Classification for Experts and Beginners

Did you know that the image recognition or image classification market is expected to grow to USD 38.92 billion by the year 2021? We live in a visually appealing and mesmerizing world that displays a range of colors, shapes, forms, textures, and motion. Every human can grasp, integrate, and interpret this visual information depicted around […]

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A Beginner’s Guide to Understanding What is Regression

Introduction Did you know that Regression analysis is one of the most used statistical analysis? It provides tremendous flexibility, which makes it useful in so many different circumstances. Regression analysis can unscramble very intricate problems where the variables are entangled like spaghetti. Regression analysis can handle multiple things such as: (i) Model multiple independent variables […]

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Top Data Science Courses in Gurgaon: 2020 Review

Digital Vidya offers some of the top Data Science Courses in Gurgaon and focuses on producing job-ready professional data scientists. Today, almost every industry, domain, and organization uses data science to help their businesses grow and adapt according to the demands of the customers. It’s been named the number one job in the U.S by […]

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Top 12 Useful Artificial Intelligence PPT Presentations

According to Forbes, 83% of businesses consider artificial intelligence their major priority. Consequently, it is now more important than ever to have a basic and sometimes detailed knowledge of AI. It is one of the leading technologies today which helps us automate processes, streamline the user experience, and achieve tasks in much less turnaround time. […]

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