Linear Algebra Part 1: Foundations & Geometric Transformations
A crash course on the foundational concepts of linear algebra from a geometric perspective, covering vectors, vector spaces, linear transformations, matrices...
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Linear Algebra – A Geometric Perspective
A crash course starting from the geometric viewpoint
Linear Algebra Part 2: Orthogonality, Decompositions, and Advanced Topics
Part 2 of the linear algebra crash course, covering orthogonality, projections, change of basis, eigenvalues, eigenvectors, SVD, special matrices, complex nu...
Cheat Sheet: Linear Algebra
A quick reference guide compiling essential theorems, identities, facts, and formulas from linear algebra, designed for the crash course on mathematical foun...