Lec4: Linear Regression

Lecture Slides/Handouts 

• Lec4: Linear Regression.pdf Download Lec4: Linear Regression.pdf
• Lec4: Linear Regression_annotated.pdf Download Lec4: Linear Regression_annotated.pdf

 

Readings

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Suggested Reading:

• Statistical Foundations of Machine Learning Links to an external site. (Chapter 9.1),  by Gianluca Bontempi

To learn more about linear regression, here is the additional resource you can refer to:

• Applied Statistics and Probability for Engineers  Links to an external site.(Chapters 11-12), by Douglas C. Montgomery, George C. Runger