L07 - Naïve Bayes

Contents

• Bayes Theorem
• Multinomial Naïve Bayes
• Gaussian Naïve Bayes

Recommended reading

Programming Collective Intelligence

• Chapter 6

Online resources

• Naive Bayes for Machine Learning
• Naive Bayes Classifier From Scratch in Python

Lecture slides

Available for download here.

Recording