Advanced NLP and Temporal Sequence Processing — September 2021

Course Content

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Modules Status

1

Advanced RNNs

Advanced RNN Details

2

Text Preprocessing

Text Preprocessing

3

Attention

Advanced Sequences: Attention

4

Language Model

Rise of the Language Model

Language Model

5

Transformers

Advanced Sequences: Transformers

Advanced RNNs and Sequences: BERT

6

Conversational Agents and Chatbot ML System

Conversational Agents

Intent Classification

7

PyTorch

Intro to PyTorch

PyTorch 1

PyTorch 2

8

Submit Your Projects Here

Advanced NLP Project: In-Class Challenge

Advanced NLP Project: After Course Project