YZV 202E - Optimization for Data Science
Course Objectives
Provide the necessary theoretical background to engineering students for using optimization algorithms and provide data science applications
Course Description
Introduction to mathematical optimization, line search methods, gradient based methods, Newton’s method, Hessian based methods, least squares techniques, derivative-free optimization, linear optimization problems, nonlinear optimization, data science applications
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Course Coordinator
Faik Boray Tek
Nazım Kemal Üre
Course Language
English
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