Linear Algebra Essentials

The core language of vectors and matrices: row reduction, span, independence, rank, null spaces, determinants, linear maps, and eigenvalues.

Topics on this path

1. Matrix Terminology
2. Vectors & Dot Products
3. Matrix Multiplication
4. Row Reduction
5. Linear Independence
6. Span & Basis
7. Matrix Rank
8. Null Space & Nullity
9. Determinant Basics
10. Matrix Inverse
11. Linear Transformations
12. Rank-Nullity Theorem
13. Eigenvalues Basics