Math for AI beginner part 1 Linear Algebra
Korea Advanced Institute of Science and Technology via Coursera
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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