Welcome to Math-for-ai Coding exercises
Select a chapter to start practicing exercise questions.
Linear Algebra Basics
What are Vectors?
What are Matrices?
Matrix Operations
Eigenvalues and Eigenvectors
Calculus Basics
What is a Derivative?
Partial Derivatives
What is a Gradient?
The Chain Rule
Probability & Statistics Basics
Basic Probability Concepts
Probability Distributions
Mean, Median, Variance
Bayes' Theorem
Optimization for AI
Cost Functions in AI
Gradient Descent
Learning Rate and Convergence