ML – resources for all !

For now, this is a reading list, designed for my students.

In English:

In French:

  • Machine Learning avec Scikit-Learn – 2e éd. – Mise en oeuvre et cas concrets, Aurélien Géron

Suggestions by the distinguished Guillaume Charpiat (I think he has good taste):
https://www.lri.fr/~gcharpia/deeppractice/ressources.html

Suggestions by Isabelle Guyon:

[TOTAL BEGINNER COURSE] Introduction to machine learning, Sebastian Thrun, Katie Malone, Udacity (10 lessons)
[BEGINNER COURSE] Machine Learning, Andrew Ng, Coursera (54 hours)
[ADVANCED COURSE] How to win a data science competition. Dmitry Ulianov, Coursera, (4 weeks); Excellent summer program!

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