COM-406: Foundations of Data Science

Summary

We discuss a set of topics that are important for the understanding of modern data science but that are typically not taught in an introductory ML course. In particular we discuss fundamental ideas and techniques that come from probability, information theory as well as signal processing.

Official source

https://edu.epfl.ch/coursebook/en/foundations-of-data-science-COM-406

Moodle Page

http://go.epfl.ch/COM-406

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Instructors (2)

Lectures in this course (89)

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