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This system delivers an introduction to optimization types and their applications, starting from machine Studying and statistics to final decision-creating and control, with emphasis on numerically tractable problems, which include linear or constrained the very least-squares optimization.
Prerequisites: Sophomore mathematical maturity, programming expertise equivalent to that received in COMPSCI 61A, a previous college degree system on discrete math and/or chance, and consent on the teacher
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Conditions: Programming encounter such as that gained in COMPSCI ten; familiarity with applications of matrix processing
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