NLP
Natural Language Processing - Naïve Bayes, RegEx, CS224N, and more
Naïve Bayes Classifiers
Multinomial Naive Bayes for text classification - intuition, math, and implementation.
Regular Expressions (RegEx)
Regular expression fundamentals - pattern syntax for text search and processing.
Speech & Language Processing
Notes on text normalization, tokenization, and NLP fundamentals from Jurafsky and Martin.