Course
Mathematics for AI
The vectors, matrices, calculus, and probability that machine learning runs on.
L1 · BeginnerFoundationalKnown~4 h
What you’ll learn
- Work with vectors, matrices, and the dot product, and connect them to AI
- Explain derivatives and gradients and their role in training
- Reason about probability, information, and entropy as used in machine learning
Module 1. Linear Algebra
Vectors, matrices, and the dot product.
Module 2. Calculus & Probability
Gradients, probability, and information.