Machine Learning

Here is a list of Machine Learning books that are or have been used at EPFL.


Handbook of Natural
Language Processing

Machine Learning: A
Probabilistic ...

Understanding Machine
Learning: From Theory

The Elements of
Statistical Learning

Pattern Recognition and
Machine Learning

Deep
Learning

Introduction to
Probability Models

An Introduction to
Probabilistic Modeling

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