Math for AI beginner part 1 Linear Algebra

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Free Online Course: Math for AI beginner part 1 Linear Algebra provided by Coursera is a comprehensive online course, which lasts for 6 weeks long, 7-8 hours worth of material. The course is taught in English and is free of charge. Upon completion of the course, you can receive an e-certificate from Coursera. Math for AI beginner part 1 Linear Algebra is taught by Yoon Yong Jin.

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