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For those interested in this topic, I just finished and highly recommend http://shop.oreilly.com/product/0636920023784.do http://shop.oreilly.com/product/0636920023784.do. It covers IPython, NumPy, Pandas and matplotlib. It doesn't cover algorithms and analysis so much, but it's great for learning the tools if you already know the statistics.