Session 1: Hello DL World

Session 2: Deep Dive into DL

Session 3: Using Word2Vec to understand NLP Task Creation

Session 4: Nuts and Bolts

Session 5: Ngram Language Model

Session 6: GRU Language Model

Session 7: The Annotated Transformer

Session 8: Transfer Learning for NLP

Session 9: Kopitiam

Session 10: (Course Asessement) Toxic Comments Classification

Session X: [Bonus] Data Splits and NLP

Note: Try not to peek at the completed notebooks until end of the class

Python >= 3.6

torch>=1.2.0
gensim>=3.7.0
sklearn 
seaborn
tqdm 
nltk 
lazyme 
requests

MIT License