cs.pomona.edu - /classes/cs158/archive/2022spring/lectures/

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 8/14/2019 12:16 PM        <dir> hadoop_examples
 1/18/2022  9:56 PM      2037950 lecture1-introduction.pdf
 1/18/2022  9:55 PM      1903289 lecture1-introduction.pptx
 2/17/2022  1:04 PM      1558058 lecture10-regularization.pdf
 2/17/2022  1:04 PM      3397299 lecture10-regularization.pptx
 2/22/2022  4:29 PM      2407882 lecture11-large_margin.pdf
 2/22/2022  4:29 PM      5649716 lecture11-large_margin.pptx
  3/1/2022  2:22 PM      1136379 lecture13-probability.pdf
  3/1/2022  1:25 PM      1448877 lecture13-probability.pptx
  3/3/2022  2:24 PM      1372629 lecture14-probabilistic_models.pdf
  3/3/2022  1:44 PM      2943161 lecture14-probabilistic_models.pptx
  3/8/2022  1:54 PM      1561908 lecture15-logistic_regression.pdf
  3/8/2022  1:54 PM      3315942 lecture15-logistic_regression.pptx
 3/10/2022 12:27 PM      1186546 lecture16-neural_nets.pdf
 3/10/2022 12:01 PM      1676682 lecture16-neural_nets.pptx
 3/22/2022  2:56 PM      2668050 lecture17-backpropagation.pdf
 3/22/2022  2:55 PM      5272408 lecture17-backpropagation.pptx
 3/24/2022  1:20 PM     10885949 lecture18-deep_learning.pdf
 3/24/2022 12:15 PM     39126680 lecture18-deep_learning.pptx
 1/20/2022  9:29 PM       978546 lecture2-decision_trees.pdf
 1/20/2022  9:29 PM       877220 lecture2-decision_trees.pptx
 3/31/2022 12:46 PM       567251 lecture20-big_data.pdf
 3/31/2022 12:45 PM       607075 lecture20-big_data.pptx
 3/31/2022 12:44 PM        17118 lecture20-hadoop_basics.html
  4/5/2022  3:45 PM        19920 lecture21-mapreduce.html
  4/7/2022  3:22 PM         6872 lecture22-mapreduce2.html
 4/14/2022  1:56 PM      2808164 lecture24-ensemble_learning.pdf
 4/14/2022  1:56 PM      3671912 lecture24-ensemble_learning.pptx
 4/19/2022  1:21 PM      2364998 lecture25-kmeans.pdf
 4/19/2022  1:21 PM      3028667 lecture25-kmeans.pptx
 4/21/2022  3:48 PM      1326132 lecture26-clustering.pdf
 4/21/2022  3:48 PM      1556788 lecture26-clustering.pptx
 1/25/2022  3:48 PM      1236802 lecture3-geometric_view.pdf
 1/25/2022  3:47 PM      1279973 lecture3-geometric_view.pptx
 1/27/2022 12:30 PM      1577603 lecture4-perceptron.pdf
 1/27/2022 12:17 PM      3094359 lecture4-perceptron.pptx
  2/1/2022  2:13 PM       741881 lecture5-features.pdf
  2/2/2022 10:03 AM       901483 lecture5-features.pptx
  2/3/2022 11:44 AM       626419 lecture6-evaluation.pdf
  2/3/2022 11:41 AM       485270 lecture6-evaluation.pptx
  2/8/2022 12:09 PM       762405 lecture7-imbalanced.pdf
  2/8/2022 12:01 PM       893076 lecture7-imbalanced.pptx
 2/10/2022 12:48 PM      1364740 lecture8-beyond_binary.pdf
 2/10/2022 12:46 PM      1581317 lecture8-beyond_binary.pptx
 2/15/2022  1:05 PM      2272723 lecture9-gradient_descent.pdf
 2/15/2022  1:03 PM      3367009 lecture9-gradient_descent.pptx
 2/24/2022 11:06 AM       113550 svm_lab.pdf