MATHEMATICS OF MACHINE LEARNING
Introduction to statistical learning. Statistical learning theory. Computation for empirical risk minimisation. Popular machine learning methods.
Mathematics of Machine Learning, by R. D. Shah, 2022, University of Cambridge.
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Mathematics of Machine Learning, by R. D. Shah, 2022, University of Cambridge.