Topic ID Teacher Date Content
Basic mathematics for DL Prof. Debdoot Sheet 19-09-2022
20-09-2022
Not available
Introduction to ANN Prof. Debasis Samanta 23-09-2022 FN DL - 2 Introduction to neural networks-I
Learning ANNs Prof. Debasis Samanta 23-09-2022 AN DL - 2 Introduction to neural networks-II
Learning CNNs Prof. Abir Das 26-09-2022 DL - 3 Convolution Nets
CNN Architecture Prof. Abir Das 28-09-2022 & 29-09-2022 DL - 3B Convnets Architectures
Regularization Prof. Abir Das 30-09-2022 DL - 3C Regularization
NLP Prof. Pawan Goyal 10-10-2022 DL - 4A NLP_Introduction
NLP Prof. Pawan Goyal 12-10-2022 DL - 4B How_to_Represent_a_Word
NLP Prof. Pawan Goyal 13-10-2022 DL - 4C Neural_Language_Model__RNNs
NLP Prof. Pawan Goyal 17-10-2022 DL - 4D Contextual_Representation_and_Pretraining
NLP Prof. Pawan Goyal 18-10-2022 DL - 4E Transformers__Attention_is_all_you_need
NLP Prof. Pawan Goyal 19-10-2022 DL - 4E RNN_seq2seq
Autoencoder Prof. Sudeshna Sarkar 21-10-2022 DL - 6 Autoencoder

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