10-601 HMMs

This a lecture used in the Syllabus for Machine Learning 10-601 in Fall 2014

Slides

• Ziv's lecture: Slides in pdf.

Readings

• Graphical Models by Michael I. Jordan

Taking home message

• Learning with known states: MLE
• Learning with unknown states: EM
• Analyzing protein sequences with HMMs