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⇓ |