1.2.10. Week 10 - 10/27

Note

Chapter 7 concludes the content on the second exam.

Reading:

• 7. Least Squares Regression

• 8.1. Introduction to Eigenvalues and Eigenvectors

• 8.2. Eigenvector Animation

• 8.3. Finding Eigenvalues and Eigenvectors

• 8.4. Properties of Eigenvalues and Eigenvectors

• 8.5. Diagonalization and Powers of A

• 8.6. Change of Basis and Difference Equations

New Videos

• Chapter 7 - Least Squares Regression

• Least Squares Regression Homework

• Section 8.1 to 8.3 - Introduction to Eigensystems

• Section 8.4 - Eigenvalue / Eigenvector Properties

• Section 8.5 - Diagonalization and Powers of A

• Section 8.6 Part 1 - Change of Basis

Old Video Lectures:

• Chapter 7 - Least Squares Regression - 2024 (28:31)

• Sections 8.1-3 - Introduction to Eigenvalues and Eigenvectors - 2024 (36:11)

• Section 8.4 Properties of Eigenvalues and Eigenvectors (14:54)

Annotated notes:

• Linear Regression with Projection - notes/Regression-projection.pdf

Assignments:

• Rectangular Martrix Homework video (32:49)

• Least Squares Regression Homework

• Least Squares Regression assignment video (11:31)