Fundamentals of Machine Learning.
Faculty of ScienceComputer Science
Description
Introduction to the computational, statistical and mathematical foundations of machine learning. Algorithms for both supervised learning and unsupervised learning. Maximum likelihood estimation, neural networks, and regularization.
Course outline
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