MISSION 235

The Linear Regression Model

Learn how to use linear regression for machine learning.

Objectives

  • Learn about parametric machine learning algorithms.
  • Learn the basics of the linear regression model.

Mission Outline

1. Instance Based Learning Vs. Model Based Learning
2. Introduction To The Data
3. Simple Linear Regression
4. Least Squares
5. Using Scikit-Learn To Train And Predict
6. Making Predictions
7. Multiple Linear Regression
8. Next Steps
9. Takeaways

Course Info:

Linear Regression for Machine Learning

Intermediate

The average completion time for this course is 10-hours.

This course requires a premium subscription and includes five missions and one guided project.  It is the 21st course in the Data Scientist in Python path.

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