BOOK_CHAPTERDeep Learning Book - Section 2.3

Covers: theory of Identity and Inverse Matrices
Questions this item adddesses:
  • What are Identity and Inverse Matrices?
How to use this item?

Read section 2.3 - page 34

Author(s) / creator(s) / reference(s)
Ian Goodfellow and Yoshua Bengio and Aaron Courville

Matrix Algebra

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

Concepts Convered