Unit 0: Course introduction
This unit introduces you to natural language processing (NLP) and the specific contents and logistics of this course. It also reviews the machine learning and programming basics you need for whatβs to come.
Part 1
Monday, 08:15β10:00
- π§βπ« Introduction to natural language processing
- π§βπ« Course overview
- π§βπ« Course logistics
- π§βπ» Notebook: Statistical bigram model
Part 2
Tuesday, 10:15β12:00
- π οΈ Set up the lab environment
- π οΈ Clone the repo
- π§βπ» Notebook: Statistical bigram model
- π§βπ» Notebook: Basic text processing
Part 3
Wednesday, 13:15β15:00
- π§βπ« N-gram language models
- π§βπ« Linear neural networks
- π§βπ» Notebook: Neural bigram model
- π§βπ« Preview of Unit 1
Part 4
Wednesday, 13:15β15:00
- π§βπ» Notebook: Neural bigram model
- π§βπ» Notebook: Introduction to PyTorch
- π οΈ Get started on lab 1 (if time permits)