Difference between revisions of "Class meeting for 10-605 2012 02 16"
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=== Readings for the Class === | === Readings for the Class === | ||
| − | * | + | |
| + | * [http://www.dataspora.com/2011/04/pigs-bees-and-elephants-a-comparison-of-eight-mapreduce-languages/ Pigs Bees and Elephants] (web page) | ||
| + | * [http://www.cs.cmu.edu/~wcohen/10-605/notes/sgd-notes.pdf William's notes on SGD] | ||
| + | |||
| + | === Optional readings ==== | ||
| + | |||
| + | * I also recommend [http://www.cs.cmu.edu/~wcohen/10-605/notes/elkan-logreg.pdf Charles Elkan's notes on logistic regression], a copy of which are saved here. | ||
=== Optional Readings === | === Optional Readings === | ||
* TBD | * TBD | ||
Revision as of 10:34, 22 February 2012
This is one of the class meetings on the schedule for the course Machine Learning with Large Datasets 10-605 in Spring_2012.
Slides
- Map-reduce-like frameworks and wrappers
- Stochastic gradient descent for logistic regression
Readings for the Class
- Pigs Bees and Elephants (web page)
- William's notes on SGD
Optional readings =
- I also recommend Charles Elkan's notes on logistic regression, a copy of which are saved here.
Optional Readings
- TBD
