cs.pomona.edu - /classes/cs158/archive/2023fall/lectures/

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 11/8/2023 12:12 PM        <dir> examples
 8/30/2023  7:44 PM       798281 lecture1-introduction.pdf
 8/30/2023  1:36 AM      2139482 lecture1-introduction.pptx
 2/17/2022 12:04 PM      1558058 lecture10-regularization.pdf
 2/17/2022 12:04 PM      3397299 lecture10-regularization.pptx
 10/3/2023  3:30 PM      2186932 lecture11-large_margin.pdf
 10/3/2023  3:30 PM      5579228 lecture11-large_margin.pptx
 10/5/2023  9:29 AM        <dir> lecture12-svm_lab
 10/5/2023  9:47 AM       120563 lecture12-svm_lab.pdf
10/10/2023 12:11 PM       938705 lecture13-probability.pdf
10/10/2023  8:30 AM      1428072 lecture13-probability.pptx
  3/3/2022  1:24 PM      1372629 lecture14-probabilistic_models.pdf
10/12/2023  9:38 AM      2886400 lecture14-probabilistic_models.pptx
10/20/2023  1:35 PM      1764175 lecture15-logistic_regression.pdf
10/20/2023  1:35 PM      3900584 lecture15-logistic_regression.pptx
10/24/2023  8:54 AM       917793 lecture16-neural_nets.pdf
10/24/2023  8:54 AM      1723902 lecture16-neural_nets.pptx
10/26/2023 12:17 PM      1582468 lecture17-backpropagation.pdf
10/26/2023 12:01 PM      5266483 lecture17-backpropagation.pptx
11/17/2023 10:54 AM      1700552 lecture18-deep_learning.pdf
11/17/2023 10:53 AM     38909116 lecture18-deep_learning.pptx
 11/2/2023 10:49 AM       291431 lecture19-big_data.pdf
 11/2/2023 10:42 AM       607151 lecture19-big_data.pptx
  9/3/2023  9:13 AM       597993 lecture2-decision_trees.pdf
 8/31/2023  5:47 PM       870101 lecture2-decision_trees.pptx
 11/8/2023 12:14 PM        19293 lecture20-mapreduce.html
11/14/2023 11:55 AM      1964445 lecture23-ensemble_learning.pdf
11/14/2023 11:54 AM      3639848 lecture23-ensemble_learning.pptx
11/16/2023 11:30 AM      1340377 lecture24-kmeans.pdf
11/16/2023 10:24 AM      3012162 lecture24-kmeans.pptx
11/28/2023  1:14 PM       884272 lecture25-clustering.pdf
11/28/2023  1:14 PM      1555773 lecture25-clustering.pptx
  9/5/2023  4:04 PM       740570 lecture3-geometric_view.pdf
  9/5/2023  4:04 PM      1534976 lecture3-geometric_view.pptx
  9/7/2023  4:17 PM      1063923 lecture4-perceptron.pdf
  9/7/2023  4:17 PM      2792367 lecture4-perceptron.pptx
 9/15/2023  3:23 PM       518502 lecture5-features.pdf
 9/12/2023  1:56 PM       894917 lecture5-features.pptx
 9/15/2023  3:22 PM       372965 lecture6-evaluation.pdf
 9/14/2023 12:06 PM       488027 lecture6-evaluation.pptx
 9/21/2023  8:12 PM       429247 lecture7-imbalanced.pdf
 9/19/2023  3:47 PM       890173 lecture7-imbalanced.pptx
 9/21/2023  7:59 PM       657280 lecture8-beyond_binary.pdf
 9/21/2023 12:08 PM      1579039 lecture8-beyond_binary.pptx
 2/15/2022 12:05 PM      2272723 lecture9-gradient_descent.pdf
 2/15/2022 12:03 PM      3367009 lecture9-gradient_descent.pptx
11/28/2023 10:14 AM       214597 WP-facial_recognition.pdf