BIO-322: Introduction to machine learning for bioengineers

Summary

Students understand basic concepts and methods of machine learning. They can describe them in mathematical terms and can apply them to data using a high-level programming language (julia/python/R).

Official source

https://edu.epfl.ch/coursebook/en/introduction-to-machine-learning-for-bioengineers-BIO-322

Moodle Page

http://go.epfl.ch/BIO-322

About this result

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Ontological neighbourhood

Statistics

Data analysis: Regression analysis, Cross-validation

Statistical inference: Mathematical statistics

Information engineering

Machine learning: Artificial neural networks, Topics in machine learning

Instructor

Lectures in this course (13)

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