Covers: theory of Identity and Inverse Matrices

- What are Identity and Inverse Matrices?

Read section 2.3 - page 34

Ian Goodfellow and Yoshua Bengio and Aaron Courville

Motasem Salem

- Learning Objectives
- Performa basic matrix algebra operations
- Potential Use Cases
- Learn the basics of Linear Algebra
- Target Audience
- BEGINNER

Go through the following **annotated items** *in order*:

BOOK_CHAPTER 1. Deep Learning Book - Section 2.2

- How to multiply matrices?

10 minutes

BOOK_CHAPTER 2. Deep Learning Book - Section 2.3

- What are Identity and Inverse Matrices?

10 minutes

BOOK_CHAPTER 3. Deep Learning Book - Section 2.4

- What are Linear Dependence and Spans?

10 minutes

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