Course curriculum

1
Logistic Regression

Introduction to Logistic Regression

Logistic Regression Theory  Part One  The Logistic Regression

Logistic Regression Theory  Part Two  Linear to Logistic Regression

Logistic Regression Theory  Part Three  Coefficients

Logistic Regression Theory  Part Four  Maximum Likelihood

Logistic Regression with Python and ScikitLearn  Part One

Logistic Regression with Python and ScikitLearn  Part Two

Classification Metrics  Part One  Accuracy

Classification Metrics  Part Two  Precision and Recall

ROC Curves

Logistic Regression Metrics with Python and ScikitLearn

Multiclass Classification with Logistic Regression Part One

Multiclass Classification with Logistic Regression Part Two

Logistic Regression Exercise Overview

Logistic Regression Exercise Project Solution
