5. Matrices

Personally, I think most students fail to realize just how important their linear algebra course is.

• 5.1. Transpose, Inverse, and Norm
• 5.2. Linear Transformations
• 5.3. Matrix Determinant
• 5.4. Orthogonal Matrix (Unitary for Real Matrices)
• 5.5. Matrix Rank
• 5.6. Matrix Condition Number
• 5.7. EigenValues and Principle Component Analysis
• 5.8. Matrix Factorization Methods
• 5.9. SVD and PCA