Course

CIVIL-226: Introduction to machine learning for engineers

Summary

Machine learning is a sub-field of Artificial Intelligence that allows computers to learn from data, identify patterns and make predictions. As a fundamental building block of the Computational Thinking education at EPFL, Civil students will learn ML with civil case studies (summary generated by ML)

Official source

https://edu.epfl.ch/coursebook/en/introduction-to-machine-learning-for-engineers-CIVIL-226

Moodle Page

http://go.epfl.ch/CIVIL-226

About this result

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Ontological neighbourhood

Information engineering

Machine learning: Artificial neural networks, Topics in machine learning, Decision tree learning

Statistics

Data analysis: Regression analysis, Cross-validation

Statistical inference: Mathematical statistics

Instructors (2)

Lectures in this course (12)

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