Fatih: To keep continuity with the last week, I would suggest that you try to start with the R&N coverage of EM before going into the "Why EM works" part.. The slides for R&N treatment of EM are available at http://www.cs.washington.edu/education/courses/590st/04sp/slides/em.pdf Rao