MISSION 20

Logistic Regression

Learn the basics of logistic regression and classification.

Objectives

  • Learn how classification works.
  • Learn how the logistic regression model works.
  • Learn how to make predictions using logistic regression.

Mission Outline

1. Classification
2. Introduction to the data
3. Logistic regression
4. Logistic function
5. Training a logistic regression model
6. Plotting probabilities
7. Predict labels
8. Next steps
9. Takeaways

machine-learning-intermediate

Course Info:

Machine Learning in Python: Intermediate

Intermediate

The median completion time for this course is 5.6 hours.

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.

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