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This document provides an overview of mathematical concepts required to understand the book, including: 1. Linear algebra topics such as vectors, inner products, norms, orthogonality, matrices, matrix multiplication, determinants, eigenvalues, and singular value decomposition. 2. Probability topics like distributions, expectations, variances, independence, and the normal distribution. 3. Optimization and matrix calculus concepts involving local minima, convexity, constrained optimization, and Lagrange m

Author

Xg Wu

Language

EN