Course topics
- Introduction to Natural Language Processing
- Structural Linguistics
- Working with data: create, get, prepare
- Rule-based NLP systems
- Basic classification
- Bag-of-words model
- Sequences, n-grams, language modeling
- Syntax
- Semantics
- Unsupervised NLP
- Deep Learning, RNN for NLP