This part contains Master 2 exercises on statistical learning.
Slides and courses
Documents for this course might be found on Stéphan Clémençon’s webpage.
This part contains Master 2 exercises on statistical learning.
Documents for this course might be found on Stéphan Clémençon’s webpage.
---
title: M2MO - Statistical Learning (2013-2018)
description: "Mostly theory on ML."
categories: [VC dimension, Concentration]
image: "images/CV_10_two.svg"
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fig-cap-location: bottom
draft: false
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format:
html:
include-before-body: ../html/margin_image.html
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---
This part contains Master 2 exercises on statistical learning.
## Slides and courses
Documents for this course might be found on
[Stéphan Clémençon's webpage](http://perso.telecom-paristech.fr/~clemenco/).
<br>
## Tutorial classes:
1. [learning_td1.pdf](enseignement/M2/Learning/learning_td1.pdf)
1. [learning_td2.pdf](enseignement/M2/Learning/learning_td2.pdf)
1. [learning_td3.pdf](enseignement/M2/Learning/learning_td3.pdf)
<br>
## Ressources en ligne:
[Maxim Raginsky's course](http://maxim.ece.illinois.edu/teaching/fall15b/index.html)
[Arnak Dalalyan's course](https://adalalyan.github.io/cours.html)
[Shai Shalev-Shwartz's book](http://www.cs.huji.ac.il/~shais/UnderstandingMachineLearning/index.html)