machine-learning-nanodegree

Class notes for the Machine Learning Nanodegree at Udacity

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Naive Bayes

Quiz Cancer Test (Prior and Posterior Probabilities)

Problem

Prior and Posterior Probabilities (solution)

Bayes Rule

Bayes Rule

Bayesian Learning

Bayesian Learning

Minimum Description Length

Minimum Description Length

Recovering Joint Distribution

Recovering Joint Distribution

Bayesian Learning Summary

Bayesian Learning Summary

Inference Rules

Inference Rules

Naive Bayes: Generalization

Naive Bayes Generalization