CS109A
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Preparing for this course
Lecture 6: Linear Regression
Slides
Linear Regression [PDF]
Multi & Poly Regression Regression [PDF]
Exercises
Lecture 6: A.1 - Guesstimate the β values [Notebook]
Lecture 6: A.2 - MSE for varying β1 values [Notebook]
Lecture 6: A.3 - Linear Regression using sklearn [Notebook]
Lecture 6: B.1 - Simple Multi-linear Regression [Notebook]