Introduction to Machine Learning

Linear Regression

Additional Reading

• Bishop 3.1
• Video "lecture"

What you should know after

• Regression vs. classification
• Solving regression problems with 1 and 2 variables
• Ordinary least squares (OLS) solution to linear regression problems
• Gradient descent approach to linear regression
• Data transformation and its impact on the way linear regression is solved, and the expressiveness of LR models