Logistic Regression Explained

A High-Level Overview of Logistic Regression Analysis

Jason Wong
Towards Data Science
12 min readDec 8, 2020

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Image by majcot on Shutterstock

Last week I wrote an overview of Linear Regression and what’s happening under the hood of OLS regression from statsmodels. This post will serve as a high-level overview of Logistic Regression to perform classification tasks. Logistic Regression is a great first model to learn when introduced to classification.

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Data Scientist with a passion for statistical analysis and machine learning