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caustic comments on The Best Textbooks on Every Subject - Less Wrong
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These two books are great for those who want to study Computer Sciense in a breadth-first manner. While each topic is not discussed in great details, the number of covered topics is mind-boggling. From trivial ones such as Sorting and Searching to more esoteric matter like Pricing Algorithms for Financial Derivatives, etc.
"The (New) Turing Omnibus" is better for this purpose.