MATH-412: Statistical machine learning

Summary

A course on statistical machine learning for supervised and unsupervised learning

Official source

https://edu.epfl.ch/coursebook/en/statistical-machine-learning-MATH-412

Moodle Page

http://go.epfl.ch/MATH-412

About this result

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Ontological neighbourhood

Statistics

Data analysis: Regression analysis, Cross-validation

Statistical inference: Mathematical statistics

Information engineering

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

Instructor

Lectures in this course (49)

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