The course is designed to provide engineering students a view of optimization as a tool for engineering decision making. Students will be given a fundamental introduction to the optimization ...

In addition, the book includes an introduction to artificial neural networks, convex optimization, multi-objective optimization and applications of optimization in machine learning.

This course offers a holistic and hands-on introduction to the fundamentals of mathematical optimization for machine learning and deep learning.

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