courses:2023:cs551

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courses:2023:cs551 [2023/02/06 19:58]
arijit [Slides] 		courses:2023:cs551 [2023/02/16 17:20] (current)
arijit [Slides]
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 |  Linear algebra   |  {{ :courses:2023:cs551:02_linear_algebra.pdf|pdf }}  |  NA   |   |  Linear algebra   |  {{ :courses:2023:cs551:02_linear_algebra.pdf|pdf }}  |  NA   |  
 |  Feature engineering   |  {{ :courses:2023:cs551:03_feature_engg.pdf|pdf }}  |  NA  | |  Feature engineering   |  {{ :courses:2023:cs551:03_feature_engg.pdf|pdf }}  |  NA  |
-|  Neural Networks   |  {{ :courses:2023:cs551:04_neural_network.pdf|pdf }}  /*[[http://www.iitp.ac.in/~arijit/2023_CS551/04_Neural_Network.pdf|pdf]]*/  |  NA  |   +|  Neural Networks   |  {{ :courses:2023:cs551:04_neural_network.pdf|pdf }}  /*[[http://www.iitp.ac.in/~arijit/2023_CS551/04_Neural_Network.pdf|pdf]]*/  |  NA  |  
-/*|  Deep feed forward networks   |  {{ :courses:2022:cs551:05_dl_network.pdf|pdf }}  |  {{ :courses:2022:cs551:05_dl_network_ann.pdf|pdf}}  | +|  Introduction to Keras   |  {{ :courses:2023:cs551:keras_intro.pdf|pdf }}  |  NA  |  
-|  Introduction to Keras   |  {{ :courses:2022:cs551:keras.pdf|pdf }}  |  NA  | +|  Deep feedforward networks   |   [[http://www.iitp.ac.in/~arijit/2023_CS551/05_DL_Network.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}}  | +|  Back propagation   |    [[http://www.iitp.ac.in/~arijit/2023_CS551/05_DL_Network_02_BP.pdf|pdf]]   |  NA  | 
-|  Regularization   |  {{ :courses:2022:cs551:06_regularization.pdf|pdf }}  |  {{ :courses:2022:cs551:06_regularization_ann.pdf|pdf}}  | +|  Regularization   |  {{ :courses:2023:cs551:06_regularization.pdf|pdf }}  |  NA  | 
-|  Optimization   |  {{ :courses:2022:cs551:07_optimization.pdf|pdf }}  |  {{ :courses:2022:cs551:07_optimization_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}}  | |  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}}  | |   RNN    |  {{ :courses:2022:cs551:09_rnn.pdf|pdf }}  |  {{ :courses:2022:cs551:09_rnn_ann.pdf|pdf}}  |
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