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Math for AI beginner part 1 Linear Algebra

Offered By: Korea Advanced Institute of Science and Technology via Coursera

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Linear Algebra Courses Artificial Intelligence Courses Machine Learning Courses Deep Learning Courses

Course Description

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

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