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