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The Pragmatic Programmer's one would be appropriate.
Both the industry-standard one ( can't remember, it's a bit of a boat-anchor in mass, now in 4th edition? ), which is the one for serious hardcore programmers, & the Addison-Wesley one are good, the one which is in subsections, so you have to buy 4 or more books to get the whole thing, is good,
but for hobby?
The pragprog one's probably the best.
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but for hobby?
Just a little masochism.
I do have some academic background. I would like to do a bit more than the basic build a dog class to rebuilt my brain a bit.
There's only one great choice and that's CLRS ("intro to algorithms") - if you know this book & did the exercises, you can just skip college