Linear Algebra

Linear algebra is essential for understanding and working with machine learning algorithms. This review covers the basics of linear algebra that you need to know for this course. This homework is for you to read and understand the review. Although there are no exercises for this homework, it is important that you understand the material well because many of the concepts will be used throughout the course.

If you need a linear algebra textbook for reference, here are some recommendations:

• Linear Algebra Done Right by Sheldon Axler

• Introduction to Linear Algebra by Gilbert Strang

• Introduction to Applied Linear Algebra by Stephen Boyd and Lieven Vandenberghe