Machine Learning with Python: Logistic Regression

Offered By: LinkedIn Learning

Tags

Python Courses Machine Learning Courses Data Preparation Courses Predictive Modeling Courses Logistic Regression Courses Data Classification Courses

Course Description

Overview

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

Syllabus

Introduction

Classifying data with logistic regression
What you should know
Using the exercise files
Using GitHub Codespaces with this course

1. Regression

What is regression?
The anatomy of a regression model
Common types of regression

2. Logistic Regression

What is logistic regression?
Making predictions with logistic regression
Interpreting the coefficients of logistic regression
Why and when to use logistic regression

3. Classifying Data with 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

Conclusion

Next steps

Taught by

Frederick Nwanganga

Related Courses

Statistical Learning with R
Stanford University via edX The Analytics Edge
Massachusetts Institute of Technology via edX Regression Models
Johns Hopkins University via Coursera Introduction à la statistique avec R
Université Paris SUD via France Université Numerique Statistical Reasoning for Public Health 2: Regression Methods
Johns Hopkins University via Coursera