Skills › ML Fundamentals

ML Maths Basics

Understand linear algebra, probability, and calculus concepts used in ML.

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After this skill you can…

  • Manipulate vectors and matrices
  • Understand gradient descent intuitively
  • Apply Bayes' theorem and basic probability

Learn this skill (6 videos)

The Hairy Ball Theorem
3Blue1Brown · intermediate
Why Laplace transforms are so useful
3Blue1Brown · beginner
But what is a Laplace Transform?
3Blue1Brown · beginner