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Math for Machine Learning | Mindmap

Machine Learning requires four major areas of mathematics. Linear Algebra Probability Theory and Statistics Multivariate Calculus Algorithms and Complex Optimizations Others Linear Algebra: Topics such as Principal Component Analysis (PCA), Singular Value Decomposition (SVD), Eigendecomposition...