Optimization for Data Science

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Overview

Abstract

This course teaches an overview of modern optimization methods, with applications in particular for machine learning and data science.

Objective

Understanding the theoretical and practical aspects of relevant optimization methods used in data science. Learning general paradigms to deal with optimization problems arising in data science.

Summaries

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