Linear Algebra
Skills Learned:
- Vector and matrix calculus
- Systems of linear equations
- Linear transformations
- Eigenvectors and eigenvalues
- Determinants, linear spaces
- Inner product, norm, orthogonality
- Matrix factorizations
- Least-squares problems
- Singular value decomposition