Coursera

Math for AI beginner part 1 Linear Algebra (Coursera)

Offered by Korea Advanced Institute of Science and Technology - KAIST,

'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.

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Syllabus

WEEK 1: Introduction to AI
WEEK 2: Introduction of Linear Algebra
WEEK 3: Low operation and linear combination
WEEK 4: Linearly independent and Inverse Matrix
WEEK 5: Determinant of Square Matrix and Eigenvalue Problem
WEEK 6: Diagonaliztion Problem and AI Applications

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