'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

Artificial Intelligence

Coursera Plus

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Course Auditing

Coursera

Korea Advanced Institute of Science and Technology - KAIST

Yoon Yong Jin