CS-439: Optimization for machine learning

Summary

This course teaches an overview of modern optimization methods, for applications in machine learning and data science. In particular, scalability of algorithms to large datasets will be discussed in theory and in implementation.

Official source

https://edu.epfl.ch/coursebook/en/optimization-for-machine-learning-CS-439

Moodle Page

http://go.epfl.ch/CS-439

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Ontological neighbourhood

Instructors (2)

Lectures in this course (20)

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