Sacred Path to NLP Enlightenment

1) Background and Basics

2) Backpropagation, Embeddings and Language Models

3) Pytorch

4) RNN are dead and their Renewed Relevance

5) First Hands-on

6) GRU, Sequence to Sequence and Introduction to Attention Mechanism

7) Second Hands-on

8) TorchText & Advanced Concepts

9) Learning Rates and Evaluation Metrics - Part1

10) 3rdHandson - Language Translation using Seq2Seq with Attention

11) Advanced Concepts and 4th Hands-On

12) The Dawn of Transformers and Capstone Introduction

13) AIAYN Recap

14) BERT and BART