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The following modules contains various review notes supporting this machine learning course. Please click the link to download and save the following files.
Linear Algebra Review and Reference | cs229-linalg.pdf |
Probability Theory Review | cs229-prob.pdf |
Matlab Review | cs229-prob.pdf sigmoid.txt matlab_session.txt |
Convex Optimization Overview, Part I | cs229-cvxopt.pdf |
Convex Optimization Overview, Part II | cs229-cvxopt2.pdf |
Hidden Markov Models | cs229-hmm.pdf |
Gaussian Processes | cs229-gp.pdf compute_kernel_matrix.txt gp_demo.txt sample_gp_prior.txt |
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