[0:11:09]    Using Unlabeled Data to Help Train Naive Bayes Classifier

[0:12:06]        - EM and Estimating theta

[0:21:14]    Experiments

[0:22:10]        - Results: 20 News Groups

[0:24:19]        - Results: Web-page Classification

[0:29:10]        - Results: 20 News Groups (2)

[0:33:01]    Unsupervised Learning

[0:34:00]    Clustering

[0:34:14]        - Mixture Disributions

[0:38:50]    EM For Mixture of Gaussian Clustering

[0:41:15]        - E-Step

[0:42:43]        - M-Step

[0:47:08]        - Putting it together

[0:48:44]        - Applet

[0:50:16]    What you should know about EM

[0:54:43]    Learning Bayes Net Structure

[1:01:23]        - Chow-Liu ALgorithm

[1:07:46]        - Example