Difference between revisions of "Syllabus for Machine Learning with Large Datasets 10-605 in Spring 2014"

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* Mon Jan 27. [[Class meeting for 10-605 Phase Finding|Messages and records 1; Phrase finding.]]
 
* Mon Jan 27. [[Class meeting for 10-605 Phase Finding|Messages and records 1; Phrase finding.]]
 
** '''Assignment due: streaming Naive Bayes 1 (with feature counts in memory)'''.   
 
** '''Assignment due: streaming Naive Bayes 1 (with feature counts in memory)'''.   
** ''New Assignment: streaming Naive Bayes 2 (with feature counts on disk) with stream-and-sort''. [http://www.cs.cmu.edu/~wcohen/10-605/assignments/stream-nb.pdf PDF Handout]
 
 
* Wed Jan 29. [[Class meeting for 10-605 Rocchio and On-line Learning|More on streaming algorithms: Rocchio, and theory of on-line learning]]
 
* Wed Jan 29. [[Class meeting for 10-605 Rocchio and On-line Learning|More on streaming algorithms: Rocchio, and theory of on-line learning]]
 +
** ''New Assignment: streaming Naive Bayes 2 (with feature counts on disk) with stream-and-sort''. [http://curtis.ml.cmu.edu/w/courses/images/0/0d/Stream-nb.pdf PDF Handout]
 
* Thursday Jan 30. Scheduled '''down-time for the wiki host''' (''should'' only be one day).
 
* Thursday Jan 30. Scheduled '''down-time for the wiki host''' (''should'' only be one day).
  

Revision as of 13:13, 29 January 2014

This is the syllabus for Machine Learning with Large Datasets 10-605 in Spring 2014.

Notes:

  • The assignments are from 2013, and will be modified over the course of the semester - some may be changed substantially.
  • Lecture notes will be posted around the time of the lectures.

January

February

March

April and May