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with Frederick Nwanganga
Get an introduction to logistic regression by exploring how to build supervised machine learning models with Python.
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