Mathematics for Machine Learning

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extending statistical machine learning methods. He received his PhD in computer ... 8.4 Probabilistic Modeling and Inference 244 8.5 Directed Graphical Models 249 8.6 Model Selection 254 ... 12.2 Primal Support Vector Machine 338 12.3 Dual Support Vector Machine 347 12.4 Kernels 351 12.5 Numerical Solution 353

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