Difference between revisions of "Machine learning"
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* [[Media:Linear_Classification.pdf | Linear Classification]] - Parisa | * [[Media:Linear_Classification.pdf | Linear Classification]] - Parisa | ||
* [[Media:MCMC.pdf | Markov Chain Montre Carlo]] - Gunnar | * [[Media:MCMC.pdf | Markov Chain Montre Carlo]] - Gunnar | ||
| + | * [[Media:Intro to PCA and ICA.pptx | Introduction to PCA and ICA]] - Cindy | ||
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Revision as of 20:51, 11 April 2016
Our Journal Club slides about ML will be posted here.
- Machine learning introduction - Gunnar
- Linear Regression - Sisi
- Linear Classification - Parisa
- Markov Chain Montre Carlo - Gunnar
- Introduction to PCA and ICA - Cindy
Machine learning books
- Tom Mitchell's book
- Smola & Vishwanathan's book
- Daume's book
- Murphy's book
- Shalev-Shwartz & Ben-David's book
- Nilsson's book
- Harrington's book
- Ian Goodfellow, Yoshua Bengio, and Aaron Courville's book
