Lectures related to Linear Algebra: Properties and Equations

Covers the calculation of determinants and Cramer's rule for matrix invertibility.

Explores symplectic groups, linear transformations preserving non-degenerate alternating bilinear forms on vector spaces.

Introduces logistic regression for binary classification and polynomial regression on polynomial variables.

Explores convex sets, their properties, and applications in optimization.