Deep Learning in Natural Language Processing
This repo collects the material of Coursat.ai Deep Learning in Natural Language Processing Class.
Rounds:
Round 1:
- June 2020
- 15 Attendees
Capstone Project:
Lectures:
- Lecture 1: Coursat.ai DL NLP Lec 1: Introduction to Deep Learning in NLP
- Lecture 2: Text preprocessing pipeline
- Lecture 3: Word Embeddings
- Lecture 4: Recommender Systems with DL
- Lecture 5: Sequence models in NLP
- Lecture 6: Sequence-to-Sequence models in NLP
- Lecture 7: Transformers in NLP
- Lecture 8: Transfer Learning in NLP (ULMFiT, GPT-1, GPT-2, GPT-3, BERT, RoBERTa, ALBERT, XLNet)