Notes assembled while prepping for the final. Screenshots are from Trefethen and Bau’s Numerical Linear Algebra, with highlights on SVD intuition, Krylov methods, and decomposition stability.

Handwritten exam notes aligned with Jon Lee’s A First Course in Linear Optimization. Includes simplex proofs, duality, complementary slackness, and KKT conditions from lecture.

A comprehensive overview of the most important concepts in linear algebra, including vector spaces, linear transformations, eigenvalues, and applications.