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--- courses:2022:cs551 [2022/02/10 12:36]
arijit [Slides]
+++ courses:2022:cs551 [2022/04/19 23:09] (current)
arijit [Slides]
@@ Line 33: / Line 33: @@
 |  Introduction to Keras   |  {{ :courses:2022:cs551:keras.pdf|pdf }}  |  NA  |
 |  Back propagation   |  {{ :courses:2022:cs551:05_dl_network_02_bp.pdf|pdf }}  |  {{ :courses:2022:cs551:05_dl_network_02_bp_ann.pdf|pdf}}  |
+|  Regularization   |  {{ :courses:2022:cs551:06_regularization.pdf|pdf }}  |  {{ :courses:2022:cs551:06_regularization_ann.pdf|pdf}}  |
+|  Optimization   |  {{ :courses:2022:cs551:07_optimization.pdf|pdf }}  |  {{ :courses:2022:cs551:07_optimization_ann.pdf|pdf}}  |
+|  CNN   |  {{ :courses:2022:cs551:08_cnn.pdf|pdf }}  |  {{ :courses:2022:cs551:08_cnn_ann.pdf|pdf}}  |
+|   RNN    |  {{ :courses:2022:cs551:09_rnn.pdf|pdf }}  |  {{ :courses:2022:cs551:09_rnn_ann.pdf|pdf}}  |
+|  Practical methodologies   |  {{ :courses:2022:cs551:10_practical_methods.pdf|pdf }}  |  {{ :courses:2022:cs551:10_practical_methods_ann.pdf|pdf}}  |
+|  DRL   |  {{ :courses:2022:cs551:11_drl.pdf|pdf }}  |  {{ :courses:2022:cs551:11_drl_ann.pdf|pdf}}  |