Data Scientist’s Guide to Logistic regression
ArticleVideo Book Objective Why the Linear regression model will not work for classification problems. How Logistic regression model is derived from a simple linear …
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Beginners Take: How Logistic Regression is related to Linear Regression
ArticleVideo Book This article was published as a part of the Data Science Blogathon. Introduction Linear Regression is a commonly used supervised Machine Learning …
Popular Classification Models for Machine Learning
ArticleVideo Book This article was published as a part of the Data Science Blogathon. Introduction We, as human beings, make multiple decisions throughout the …
Binary Cross Entropy aka Log Loss-The cost function used in Logistic Regression
ArticleVideo Book This article was published as a part of the Data Science Blogathon. Overview Challenges if we use the Linear Regression model to …
Employee Attrition Analysis using Logistic Regression with R
ArticleVideo Book This article was published as a part of the Data Science Blogathon. “To win in the market place you must win in …
Demystification of Logistic Regression
ArticleVideo Book Overview Understand the limitations of linear regression for a classification problem, the dynamics, and mathematics behind logistic regression. Understand how GLM is …
The Complete Guide to Checking Account Churn Prediction in BFSI Domain
ArticleVideo Book This article was published as a part of the Data Science Blogathon. Table of Contents What is a Checking Account & Its …
Introduction to Logistic Regression – The Most Common Classification Algorithm
ArticleVideo Book This article was published as a part of the Data Science Blogathon. Introduction “I’m a bit of a freak for evidence-based analysis. …
Plotting Decision Surface for Classification Machine Learning Algorithms
ArticleVideo Book Overview Machine Learning algorithms for classification involve learning how to assign classes to observations. There are nuances to every algorithm. Each algorithm …
Machine Learning using C++: A Beginner’s Guide to Linear and Logistic Regression
ArticleVideo Book Why C++ for Machine Learning? The applications of machine learning transcend boundaries and industries so why should we let tools and languages …
