Linear Algebra (Austin) · free preview

Using Singular Value Decompositions

Using Singular Value Decompositions

1. Introduction

Introduction

2. Introduction

Introduction

3. Least-squares problems

Least-squares problems

4. Rank $k$ approximations

Rank kk approximations

5. Principal component analysis

Principal component analysis

6. Image compressing and denoising

Image compressing and denoising

7. Analyzing Supreme Court cases

Analyzing Supreme Court cases

8. Summary

Summary

9. Practice

Practice

10. In your own words

Summarize the key ideas of this section in your own words, then check yourself against the section text.

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