- What are some evaluation strategies for classification, regression and information retrieval?
- Explain the bias variance trade-off.
- https://www.reddit.com/r/MachineLearning/wiki/index
- http://statweb.stanford.edu/~tibs/ElemStatLearn/
- http://scikit-learn.org/stable/tutorial/machine_learning_map/
- http://nlp.stanford.edu/IR-book/html/htmledition/contents-1.html
- http://www.stat.cmu.edu/~cshalizi/ADAfaEPoV/
- http://deeplearning.net/tutorial/
- https://github.com/ujjwalkarn/Machine-Learning-Tutorials/
- http://reproducibleresearch.net/