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Math for AI beginner part 1 Linear Algebra
Korea Advanced Institute of Science and Technology via Coursera
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Overview
"Math for AI Beginner Part 1: Linear Algebra" is the foundational starting point for anyone looking to enter the world of artificial intelligence with a strong mathematical base. This course focuses on the essential linear algebra concepts that power many AI and machine learning algorithms, presented in a beginner-friendly and intuitive format. You’ll explore key topics including vectors, matrices, matrix operations, linear transformations, and systems of linear equations. Through visual explanations and hands-on practice, you’ll learn how these concepts apply directly...
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
Korea Advanced Institute of Science and Technology via Coursera
7 hours 1 minute
Paid Certificate Available
English
On-Demand
Beginner
Instructor
Yoon Yong Jin
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