MISSION 24

Multiclass classification

Learn how to use the logistic regression machine learning model to make predictions with multiple categories.

Objectives

  • Learn to extend logistic regression to work with multiple categories.
  • Learn to create dummy variables.

Mission Outline

1. Introduction to the data
2. Dummy variables
3. Multiclass classification
4. Training a multiclass logistic regression model
5. Testing the models
6. Choose the origin
7. Next Steps
8. Takeaways

machine-learning-intermediate

Course Info:

Intermediate

The median completion time for this course is 5.6 hours. View Details

This course requires a premium subscription and includes 1 free mission and 5 paid missions, which includes 1 guided project.  It is the 21st course in the Data Scientist in Python path.

START LEARNING FREE

Take a Look Inside