Math for Machine Learning | Machine Learning Online Course | AWS Training & Certification

To understand modern machine learning, you also need to understand vectors and matrices, linear algebra, probability theorems, univariate calculus, and multivariate calculus. This course, led by AWS Machine Learning Instructor Brent Werness, covers it all.

Time to complete

Tiime

8 Hours

Quizzes

Quizes

5

Level

Level

Intermediate

Language

Language

English

Category

Category

Amazon Web Services

Course Syllabus

12 lessons, 8 hours total length

  1. Introduction to Math for Machine Learning
  2. Vectors
  3. Knowledge Check 1
  4. Matrices
  5. Knowledge Check 2
  6. Probability
  7. Knowledge Check 3
  8. Univariate Derivatives
  9. Knowledge Check 4
  10. Multivariate Derivatives
  11. Knowledge Check 5
  12. Summary

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