Difference between revisions of "Syllabus for Machine Learning with Large Datasets 10-605 in Spring 2015"

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** ''New Assignment: phrase finding with stream-and-sort''. [http://curtis.ml.cmu.edu/w/courses/images/5/5e/Phrases.pdf PDF Handout]
 
** ''New Assignment: phrase finding with stream-and-sort''. [http://curtis.ml.cmu.edu/w/courses/images/5/5e/Phrases.pdf PDF Handout]
 
* Thus Feb 5.  [[Class meeting for 10-605 Parallel Perceptrons 2|Parallel Perceptrons]].
 
* Thus Feb 5.  [[Class meeting for 10-605 Parallel Perceptrons 2|Parallel Perceptrons]].
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* Tues Feb 10. '''student presentations'''
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'''stopped changes'''
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* Thus Feb 12. '''student presentations'''
−
 
+
* Tues Feb 17. [[Class meeting for 10-605 SGD and Hash Kernels|Scalable SGD and Hash Kernels]]
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* Mon Feb 17. [[Class meeting for 10-605 SGD and Hash Kernels|Scalable SGD and Hash Kernels]]
 
 
** '''Assignment due: phrase finding with stream-and-sort'''
 
** '''Assignment due: phrase finding with stream-and-sort'''
 
** ''New Assignments: Naive Bayes with Streaming Hadoop,  Naive Bayes with Hadoop & Phrase-finding with Hadoop''. [http://curtis.ml.cmu.edu/w/courses/images/c/c0/Homework4a.pdf PDF Handout (4a)][http://curtis.ml.cmu.edu/w/courses/images/a/a2/Homework4b.pdf PDF Handout (4b)][http://curtis.ml.cmu.edu/w/courses/images/3/30/Homework4c.pdf PDF Handout (4c)]
 
** ''New Assignments: Naive Bayes with Streaming Hadoop,  Naive Bayes with Hadoop & Phrase-finding with Hadoop''. [http://curtis.ml.cmu.edu/w/courses/images/c/c0/Homework4a.pdf PDF Handout (4a)][http://curtis.ml.cmu.edu/w/courses/images/a/a2/Homework4b.pdf PDF Handout (4b)][http://curtis.ml.cmu.edu/w/courses/images/3/30/Homework4c.pdf PDF Handout (4c)]
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* Wed Feb 19. [[Class meeting for 10-605 SGD for MF|Matrix Factorization and SGD, plus another Hadoop demo]]
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* Thus Feb 19. [[Class meeting for 10-605 SGD for MF|Matrix Factorization and SGD, plus another Hadoop demo]]
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* Fri Feb 21. ''Nothing due - the streaming run for Naive Bayes, 4(a), has been postponed till Monday.''
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* Tues Feb 24. [[Class meeting for 10-605 SGD for MF 2 and Randomized Algorithms|SGD for Matrix Factorization, and Randomized Algorithms 1 (Bloom Filters)]]
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* Mon Feb 24. [[Class meeting for 10-605 SGD for MF 2 and Randomized Algorithms|SGD for Matrix Factorization, and Randomized Algorithms 1 (Bloom Filters)]]
 
 
** '''Streaming run on Hadoop of Naive Bayes due'''  
 
** '''Streaming run on Hadoop of Naive Bayes due'''  
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* Wed Feb 26. [[Class meeting for 10-605 Graphs 2|Randomized Algorithms]]
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* Thus Feb 26. [[Class meeting for 10-605 Graphs 2|Randomized Algorithms]]
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* Fri Feb 28.
 
 
** '''Non-streaming run on Hadoop of Naive Bayes due.'''
 
** '''Non-streaming run on Hadoop of Naive Bayes due.'''
  

Revision as of 12:10, 5 January 2015

This is the syllabus for Machine Learning with Large Datasets 10-605 in Spring 2015.

Notes:

  • The assignments are from 2014, and will be modified over the course of the semester - some may be changed substantially.
  • Lecture notes and/or slides will be posted around the time of the lectures.

January

February

March

April and May

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