Common natural language processing tasks and techniques

Pre-lecture quiz

Tasks common to NLP

Tokenization

Embeddings

Parsing & Part-of-speech Tagging

Word and Phrase Frequencies

N-grams

Noun phrase Extraction

Sentiment analysis

Inflection

Lemmatization

WordNet

NLP Libraries

Exercise - using `TextBlob` library

Challenge - improving your bot with NLP

🚀Challenge

Post-lecture quiz

Review & Self Study

Assignment