Machine Learning Meetup Notes: 2010-04-14: Difference between revisions
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- Met up with Mike, David, Tom, Lex | -Met up with Mike, David, Tom, Lex | ||
-Tom: would be interested in giving class on interesting topics in stats | -Tom: would be interested in giving class on interesting topics in stats |
Revision as of 20:52, 14 April 2010
-Met up with Mike, David, Tom, Lex
-Tom: would be interested in giving class on interesting topics in stats
-David: interested in stats, R, can give info on R
-Looking to come up with interesting group projects
-Came up with a list of topics to potentially discuss:
-Talked about setting up a projects page (will do soon)
- Linear Regression
- Linear Discriminants
- Decision Theory (Bayesian)
- Maximum Likelihood
- Neural Nets/Radial Basis Functions
- Bias/Variance Tradeoff, VC Dimension
- Clustering/PCA
- Graphical Modeling
- Support Vector Machines
- k-Means Clustering
- Reinforcement Learning
- Bagging (Bootstrapping), Jacknifing
- Generative Models: gaussian distribution, multinomial distributions, HMMs, Naive Bayes