Beginners Take: How Logistic Regression is related to Linear Regression
ArticleVideos This article was published as a part of the Data Science Blogathon. Introduction Linear Regression is a commonly used supervised Machine Learning algorithm …
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Popular Classification Models for Machine Learning
ArticleVideos This article was published as a part of the Data Science Blogathon. Introduction We, as human beings, make multiple decisions throughout the day. …
Binary Cross Entropy aka Log Loss-The cost function used in Logistic Regression
ArticleVideos This article was published as a part of the Data Science Blogathon. Overview Challenges if we use the Linear Regression model to solve …
Employee Attrition Analysis using Logistic Regression with R
ArticleVideos This article was published as a part of the Data Science Blogathon. “To win in the market place you must win in the …
Demystification of Logistic Regression
ArticleVideos Overview Understand the limitations of linear regression for a classification problem, the dynamics, and mathematics behind logistic regression. Understand how GLM is used …
The Complete Guide to Checking Account Churn Prediction in BFSI Domain
ArticleVideos This article was published as a part of the Data Science Blogathon. Table of Contents What is a Checking Account & Its importance …
Introduction to Logistic Regression – The Most Common Classification Algorithm
ArticleVideos This article was published as a part of the Data Science Blogathon. Introduction “I’m a bit of a freak for evidence-based analysis. I …
Plotting Decision Surface for Classification Machine Learning Algorithms
ArticleVideos Overview Machine Learning algorithms for classification involve learning how to assign classes to observations. There are nuances to every algorithm. Each algorithm differs …
Machine Learning using C++: A Beginner’s Guide to Linear and Logistic Regression
ArticleVideos Why C++ for Machine Learning? The applications of machine learning transcend boundaries and industries so why should we let tools and languages hold …
Commonly used Machine Learning Algorithms (with Python and R Codes)
ArticleVideosInterview Questions Note: This article was originally published on August 10, 2015 and updated on Sept 9th, 2017 Overview Major focus on commonly used …
