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Re:Must Read CS Books For Self Self-Taught Programmers by T-R on Wednesday April 06, 2011 @05:33AM (#2414472)
So far the comments in this thread cover Functional (SICP, Haskell books), Logic (Prolog Books), and Procedural/OO (Almost everything else) Languages, so I figure I should add a reference for Stack/Concatenative Languages:

Thinking Forth - Brodie

Re:Must Read CS Books For Self Self-Taught Programmers by blacksmythe on Wednesday April 06, 2011 @08:37PM (#2417692)
Although you might prefer to start off with "Starting Forth" first.