NLP from Scratch
A 10-part walkthrough of the NLP course notes — intuition, math, code.
10 parts. Posts marked Coming soon are still being written.
- Part 01What NLP is (and what it isn't)Read →
- Part 02From Text to VectorsRead →
- Part 03Tagging & ParsingRead →
- Part 04Semantics & Word EmbeddingsRead →
- Part 05Language ModelingRead →
- Part 06Text Classification — ClassicalRead →
- Part 07Text Classification — Deep LearningRead →
- Part 08Information RetrievalRead →
- Part 09Question AnsweringRead →
- Part 10Transformers & the Modern StackComing soon