Linear Regression Exercises

Description

Learn to use linear regression through exercises.

Objectives

After completing this assignment, you should be able to:

• Use scikit-learn to perform linear regression
• Understand single-variable and multiple-variable linear regression

Details

Deliverables

• A Git repo called linear-regression containing at least:
  • a requirements.txt file
  • a set of IPython notebooks

Normal Mode

Go through the IPython notebooks included with this repository and complete all exercises in them. Some exercises will be marked as Hard Mode.

Additional Resources

• Introduction to Multiple Regression: How Much Is Your Car Worth?
• Data School on Linear Regression