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

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* Mon Mar 3. ''Guest Lecture: Garth Gibson, Cloud Computing and Programming Paradigms''  
 
* Mon Mar 3. ''Guest Lecture: Garth Gibson, Cloud Computing and Programming Paradigms''  
** Slides: [http://www.cs.cmu.edu/~wcohen/10-605/garth-Intro.pptx Intro], [http://www.cs.cmu.edu/~wcohen/10-605/garth-Mapreduce_madj.pptx Mapreduce], [http://www.cs.cmu.edu/~wcohen/10-605/garth-Programming.pptx Programming], [http://www.cs.cmu.edu/~wcohen/10-605/garth-UseCases.pptx Use Cases]
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** Slides: [http://www.cs.cmu.edu/~wcohen/10-605/garth-Intro.pptx Intro], [http://www.cs.cmu.edu/~wcohen/10-605/garth-MapReduce_madj.pptx Mapreduce], [http://www.cs.cmu.edu/~wcohen/10-605/garth-Programming.pptx Programming], [http://www.cs.cmu.edu/~wcohen/10-605/garth-UseCases.pptx Use Cases]
 
* Wed Mar 5. ''Guest lecture: Alex Beutel, SGD on Hadoop'' [http://www.cs.cmu.edu/~wcohen/10-605/alex-beutel.pptx Slides]
 
* Wed Mar 5. ''Guest lecture: Alex Beutel, SGD on Hadoop'' [http://www.cs.cmu.edu/~wcohen/10-605/alex-beutel.pptx Slides]
 
* Fri Mar 7.  
 
* Fri Mar 7.  

Revision as of 15:30, 23 April 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