Course

MGT-502: Data science and machine learning

Summary

Hands-on introduction to data science and machine learning. We explore recommender systems, generative AI, chatbots, graphs, as well as regression, classification, clustering, dimensionality reduction, text analytics, neural networks. The course consists of lectures and coding sessions using Python.

Official source

https://edu.epfl.ch/coursebook/en/data-science-and-machine-learning-MGT-502

Moodle Page

http://go.epfl.ch/MGT-502

About this result

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Ontological neighbourhood

Mathematics

Algebra: Linear algebra

Statistics

Statistical inference: Mathematical statistics

Data analysis: Regression analysis

Instructor

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