CS-233: Introduction to machine learning

Summary

Machine learning and data analysis are becoming increasingly central in many sciences and applications. In this course, fundamental principles and methods of machine learning will be introduced, analyzed and practically implemented.

Official source

https://edu.epfl.ch/coursebook/en/introduction-to-machine-learning-CS-233

Moodle Page

http://go.epfl.ch/CS-233

About this result

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Ontological neighbourhood

Mathematics

Algebra: Linear algebra

Statistics

Data analysis: Regression analysis

Information engineering

Machine learning: Artificial neural networks

Instructors (2)

Lectures in this course (13)

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