Linear Algebra

Linear Algebra on AI-ML Companion: The language of data - vectors, matrices, and transformations. 7 interactive modules with live visualizations, quizzes, and hands-on Python coding.

Modules in this track

Vectors - Building blocks of data representation
Matrices - Grids that transform data
Dot Product - Measuring similarity between vectors
Matrix Multiplication - Composing transformations
Transpose & Inverse - Matrix operations
Eigenvalues - Finding the essence of transformations
SVD - The ultimate matrix decomposition