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CS229: Machine Learning
Stanford Online
Stanford's graduate-level machine learning course covering supervised and unsupervised learning, deep learning and reinforcement learning with full mathematical derivations, freely available as recorded lectures. Delivery: Online. Cost: Free. Eligibility: Engineers, researchers and graduate students who want mathematical depth rather than intuition-first explanations. · Advanced. Linear algebra, multivariable calculus, probability and Python required. · About 20 lectures of ~80 minutes each, plus problem sets. Free to watch on YouTube; Stanford Online's professional certificate version is paid..
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