Linear Regression

Linear regression denotes a class of relatively simple yet powerful regression methods. In this chapter we study the basics as well as advanced techniques and special cases.

• Approach
• Regularization
• Worked Example: House Prices I
• Worked Example: House Prices II
• Outliers

Related projects:

• House Prices GUI