6.867 | Fall 2006 | Graduate

Machine Learning

Lecture Notes



Lecture notes on mixture of Gaussians, the EM algorithm, additional mixture topics, regularization, stage-wise mixtures, conditional mixtures, and mixture models and clustering.

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Lecture Notes

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Problem Sets with Solutions
Exams with Solutions
Lecture Notes