Get an introduction to logistic regression by exploring how to build supervised machine learning models with Python.
Overview
Syllabus
Introduction
- Classifying data with logistic regression
- What you should know
- Using the exercise files
- Using GitHub Codespaces with this course
- What is regression?
- The anatomy of a regression model
- Common types of regression
- What is logistic regression?
- Making predictions with logistic regression
- Interpreting the coefficients of logistic regression
- Why and when to use logistic regression
- How to explore data for logistic regression in Python
- How to prepare data for logistic regression in Python
- How to build a logistic regression model in Python
- How to interpret a logistic regression model in Python
- Next steps
Taught by
Frederick Nwanganga
