Math for AI beginner part 1 Linear Algebra

0
Join & Subscribe
Coursera
Free Online Course (Audit)
English
Paid Certificate Available
6 weeks long, 7-8 hours worth of material
selfpaced

Overview

'Learn concept of AI such as machine learning, deep-learning, support vector machine which is related to linear algebra
- Learn how to use linear algebra for AI algorithm.
- After completing this course, you are able to understand AI algorithm and basics of linear algebra for AI applications.

Syllabus

  • Introduction to AI
  • Introduction of Linear Algebra
  • Low operation and linear combination
  • Linearly independent and Inverse Matrix
  • Determinant of Square Matrix and Eigenvalue Problem
  • Diagonaliztion Problem and AI Applications

Taught by

Yoon Yong Jin