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This book is delightful. Thank you for the link, do you happen to know of any more similarly wonderful resources for other topics?

The Manga Guides might fit the bill -- Calculus, Stats, Databases, etc: http://nostarch.com/manga

I have not yet read, but have heard good things about, "Statistics in Plain English" by Timothy Urdan.