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.
Every module in Linear Algebra is free and open to everyone - no account required.
Modules in this track
- Vectors (free) - Building blocks of data representation
- Matrices (free) - Grids that transform data
- Dot Product (free) - Measuring similarity between vectors
- Matrix Multiplication (free) - Composing transformations
- Transpose & Inverse (free) - Matrix operations
- Eigenvalues (free) - Finding the essence of transformations
- SVD (free) - The ultimate matrix decomposition