Apéndice A — Appendix A: Linear Algebra Review

Coming soon

This appendix will provide a concise review of the linear algebra used throughout the course.

Planned content:

• Vectors and matrices: operations, rank, determinant
• Eigenvalues and eigenvectors; spectral decomposition
• Positive (semi-)definite matrices
• Projections and idempotent matrices
• Matrix calculus: derivatives with respect to vectors and matrices
• Kronecker products and the vec operator