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Linear Algebra Review and Reference
by Zico Kolter

Publisher: Stanford University 2015
Number of pages: 26

From the tabble of contents: Basic Concepts and Notation; Matrix Multiplication; Operations and Properties; Matrix Calculus (Gradients and Hessians of Quadratic and Linear Functions, Least Squares, Eigenvalues as Optimization, etc.).

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 (200KB, PDF)