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Artificial Intelligence
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Stuart Jonathan Russell, Peter Norvig, Ernest Davis
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Foundations of Machine Learning
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Mehryar Mohri, Afshin Rostamizadeh, Ameet Talwalkar
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Algorithms + Data Structures
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Niklaus Wirth
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The Art of Computer Programming
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Donald Ervin Knuth
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Number Theory for Computing
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Song Y. Yan
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Understanding Machine Learning
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Shai Shalev-Shwartz, Shai Ben-David
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Introduction to Computing and Algorithms
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Russell L. Shackelford
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Algorithms on Strings, Trees, and Sequences
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Dan Gusfield
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Learning with Kernels
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Bernhard Schölkopf, Alexander J. Smola
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Data Structures & Algorithm Analysis in C++
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Mark Allen Weiss
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