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... descent it's an industrial-strength algorithm that probably the most popular optimization technique in Topics: clustering, k-means, k-means++, hierarchical clustering Topics: expectation maximization (EM), convergence of EM, principal component analysis (PCA) Topics: Bayes rule, joint probability, maximum likelihood estimation (MLE), maximum a posteriori (MAP) estimation Kiri from she's going to talk about Penalize classification mistakes between true label y and prediction y ... ... of the inspiration for neural networks which we'll see in a couple of
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