PGDAI-CDAC Natural Language Processing

1. Anatomy of Language

2. Language Analysis and Computational Linguistics

3. Shallow Parsing and Tools for NLP

4. Deep Parsing and Tools for NLP

5. Statistical Approaches

5a. Statistical Parsing

6. Machine Learning and Deep Learning for NLP

6-a. Linear Algebra

7. Python for NLP

8. GRU and LSTM

9. Sequence Modelling

10. Word2Vec Model

11.12. Transformers

13. BERT

14. Deployment using Flask

15. Speech Processing

16. NLP Applications

The Program codes can be downloaded from here