A nice windows client that lets you quickly SSH to your Amazon EC2 instances
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An open source book that describes a large number of algorithmic techniques from the the fields of Biologically Inspired Computation, Computational Intelligence and Metaheuristics in a complete, consistent, and centralized manner such that they are accessible, usable, and understandable.
Kaggle's Allstate Purchase Prediction Challenge
Predict a purchased policy based on transaction history.
Gradient boosted models