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Math for AI beginner part 1 Linear Algebra 

  • Offered byCoursera

Math for AI beginner part 1 Linear Algebra
 at 
Coursera 
Overview

Duration

7 hours

Total fee

Free

Mode of learning

Online

Difficulty level

Beginner

Official Website

Explore Free Course External Link Icon

Credential

Certificate

Math for AI beginner part 1 Linear Algebra
 at 
Coursera 
Highlights

  • Earn a Certificate upon completion
  • Financial aid available
Details Icon

Math for AI beginner part 1 Linear Algebra
 at 
Coursera 
Course details

More about this course
  • 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

Math for AI beginner part 1 Linear Algebra
 at 
Coursera 
Curriculum

Introduction to AI

1-1 What is AI?

1-2 Why AI comes recently?

1-3

1-4

1-5

Introduction of Linear Algebra

2-1

2-2

2-3

2-4

New Quiz

Low operation and linear combination

3-1 Consistent System

3-2

3-3

3-4

New Quiz

Linearly independent and Inverse Matrix

4-1

4-2

4-3

New Quiz

Determinant of Square Matrix and Eigenvalue Problem

5-1

5-2

5-3

5-4

New Quiz

Diagonaliztion Problem and AI Applications

6-1

6-2

6-3

New Quiz

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Math for AI beginner part 1 Linear Algebra
 at 
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