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Re:Python for Data Analysis (new O'Reilly book from creator ... by look_lookatme on Thursday May 24, 2012 @08:53PM (#4021368)
Don't forget to brush up on the basics (with Python!):

http://greenteapress.com/thinkstats/

Re:Python for Data Analysis (new O'Reilly book from creator ... by neves on Friday May 25, 2012 @02:14PM (#4024752)
And don't forget to say that this guy publishes a free pdf version in the website above. I'm reading it now in my Kindle.