www.cs.pomona.edu - /classes/cs158/lectures/

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11/10/2025 10:13 AM        <dir> examples
 8/28/2025  9:04 AM       797389 lecture1-introduction.pdf
 8/28/2025  9:04 AM      2139408 lecture1-introduction.pptx
 9/25/2025  1:46 PM      1244100 lecture10-regularization.pdf
 9/25/2025 10:47 AM      3330538 lecture10-regularization.pptx
 9/30/2025 10:55 AM      2135657 lecture11-large_margin.pdf
 9/30/2025 10:54 AM      4451842 lecture11-large_margin.pptx
 10/2/2025  9:55 AM       952244 lecture12-probability.pdf
 10/2/2025  9:55 AM      1426999 lecture12-probability.pptx
 10/7/2025 11:15 AM      1184909 lecture13-probabilistic_models.pdf
 10/7/2025 11:15 AM      2805684 lecture13-probabilistic_models.pptx
10/16/2025  1:48 PM      1536742 lecture14-logistic_regression.pdf
10/16/2025 10:38 AM      3424020 lecture14-logistic_regression.pptx
10/21/2025  1:48 PM       935829 lecture15-neural_nets.pdf
10/21/2025 10:28 AM      1718087 lecture15-neural_nets.pptx
10/23/2025 10:49 AM      1588170 lecture16-backpropagation.pdf
10/23/2025 10:45 AM      5234487 lecture16-backpropagation.pptx
10/28/2025 10:56 AM      1655310 lecture17-deep_learning.pdf
10/28/2025 10:56 AM      2644063 lecture17-deep_learning.pptx
10/30/2025 11:16 AM       293977 lecture18-big_data.pdf
10/30/2025 10:36 AM       607215 lecture18-big_data.pptx
 11/5/2025  3:29 PM        21952 lecture19-mapreduce.html
 8/28/2025  1:50 PM       744925 lecture2-decision_trees.pdf
 8/28/2025 10:46 AM      1043421 lecture2-decision_trees.pptx
11/10/2025 10:12 AM         6378 lecture20-mapreduce2.html
11/11/2025 11:07 AM      1613455 lecture21-ensemble_learning.pdf
11/11/2025 10:26 AM      3641098 lecture21-ensemble_learning.pptx
11/13/2025 11:41 AM      1339128 lecture22-kmeans.pdf
11/13/2025 11:32 AM      3012175 lecture22-kmeans.pptx
  9/2/2025 10:50 AM       870697 lecture3-geometric_view.pdf
  9/2/2025 10:49 AM      1688575 lecture3-geometric_view.pptx
  9/4/2025  9:29 AM      1076199 lecture4-perceptron.pdf
  9/4/2025  9:26 AM      2796015 lecture4-perceptron.pptx
  9/9/2025  9:16 AM       512675 lecture5-features.pdf
  9/9/2025  9:09 AM       894899 lecture5-features.pptx
 9/11/2025  1:45 PM       572915 lecture6-evaluation.pdf
 9/11/2025 10:24 AM       491849 lecture6-evaluation.pptx
 9/16/2025 10:11 AM       455501 lecture7-imbalanced.pdf
 9/16/2025 10:14 AM       907370 lecture7-imbalanced.pptx
 9/18/2025  1:45 PM       632755 lecture8-beyond_binary.pdf
 9/18/2025 11:01 AM      1579119 lecture8-beyond_binary.pptx
 9/23/2025  1:43 PM      1155204 lecture9-gradient_descent.pdf
 9/23/2025 10:53 AM      3175635 lecture9-gradient_descent.pptx