Difference between revisions of "Class meeting for 10-605 Scalable Testing"
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=== Slides === | === Slides === | ||
| − | * [http://www.cs.cmu.edu/~wcohen/10-605/ | + | Testing a large classifier: |
| + | * [http://www.cs.cmu.edu/~wcohen/10-605/a_nb-test.pptx Slides in Powerpoint], [http://www.cs.cmu.edu/~wcohen/10-605/a_nb-test.pdf Slides in PDF] | ||
| + | |||
| + | Another sample algorithm: | ||
| + | * [http://www.cs.cmu.edu/~wcohen/10-605/b_phrases.pptx Slides in Powerpoint], [http://www.cs.cmu.edu/~wcohen/10-605/b_phrases.pdf Slides in PDF] | ||
| + | |||
| + | Abstractions for map-reduce workflows: | ||
| + | * [http://www.cs.cmu.edu/~wcohen/10-605/c_abstractions.pptx Slides in Powerpoint], [http://www.cs.cmu.edu/~wcohen/10-605/c_abstractions.pptx Slides in PDF] | ||
=== Readings for the Class === | === Readings for the Class === | ||
* Required: [http://www.cs.cmu.edu/~wcohen/10-605/notes/scalable-nb-notes.pdf my notes on streaming and Naive Bayes] | * Required: [http://www.cs.cmu.edu/~wcohen/10-605/notes/scalable-nb-notes.pdf my notes on streaming and Naive Bayes] | ||
| + | * Optional: [http://hortonworks.com/hadoop-tutorial/how-to-process-data-with-apache-pig/ Pig] | ||
Latest revision as of 16:05, 10 September 2015
This is one of the class meetings on the schedule for the course Machine Learning with Large Datasets 10-605 in Fall_2015.
Slides
Testing a large classifier:
Another sample algorithm:
Abstractions for map-reduce workflows:
Readings for the Class
- Required: my notes on streaming and Naive Bayes
- Optional: Pig
