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1.2.10. Week 10 - 10/27¶

Note

Chapter 7 concludes the content on the second exam.

Reading:

    1. 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)

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