Linear Algebra | 'or Linear Algebra and Its Applications "mind map

introduction

Linear Algebra Linear Algebra, science and engineering as a university foundation courses offered, and now has become a basic tool used to characterize the data in machine learning, and its importance is self-evident. My undergraduate who studied this course, the concept of which was a lot of not understanding clearly, especially the geometric sense of linear algebra. Later in the semester on a study I reviewed once again. This is after I finished reading the finishing Lay DC's "Linear Algebra and Its Applications" mind map, in addition to re-share relevant learning resources, hoping to help other learners.

• Public class
  • The nature of linear algebra
  • MIT Linear Algebra
• book
  • "Linear Algebra and Its Applications"
  • "Linear Algebra should learn this."
• Lecture
  • CS229 Lecture Linear Algebra
  • Matrix Cookbook
  • Matrix operation guide (upper) (lower)

Linear Equations

Matrix algebra

Determinant

Vector space

Eigenvalue and eigenvector

And orthogonal least squares

And symmetric matrix quadratic

Vector space geometry