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Algorithms Illuminated is an accessible introduction to the subject--a transcript of what an expert algorithms tutor would say over a series of one-on-one lessons. The exposition is rigorous but emphasizes the big picture and conceptual understanding over low-level implementation and mathematical details.
Good news—the Algorithms Part I/II Princeton-Coursera Course is essentially identical to the “COS 226” course offered every semester at Princeton University
