Lectures related to Linear Transformations: Kernels and Images

Support Vector Machines: Kernel SVM Log in to Mediaspace to watch this video

Explores non-linear SVM using kernels for data separation in higher-dimensional spaces, optimizing training with kernels to avoid explicit transformations.

Matrix Rank and Linear Systems Log in to Mediaspace to watch this video

Explores matrix rank, subspaces, and their role in solving linear systems of equations.

Linear Differential Equations Log in to Mediaspace to watch this video

Explores linear differential equations, including higher-order linear homogeneous equations and equations with constant coefficients.

Derivability and Continuity Log in to Mediaspace to watch this video

Explores continuity, derivability, and linear approximation in mathematical analysis.

Untitled Log in to Mediaspace to watch this video

Homotheties and Translations Log in to Mediaspace to watch this video

Explores homotheties and translations in geometry, focusing on preserving alignment and distances.