100 Days of ML Day 79 - Text Classification and Naive Bayes

100 Days of ML Day 79

Text Classification and Naive Bayes

Section 6 of Dan Jurafsky's NLP Course on Youtube

Videos:
6 1 What is Text Classification
6 2 Naive Bayes
6 3 Formalizing the Naive Bayes Classifier
6 4 Naive Bayes Learning
6 5 Naive Bayes Relationship to Language Modeling
6 6 Multinomial Naive Bayes A Worked Example
6 7 Precision, Recall, and the F measure
6 8 Text Classification Evaluation
6 9 Practical Issues in Text Classification