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Teaching 2014/2015



CES

TÉLÉCOM-ParisTech


Regression: TP_regression.pdf, TP_regression.py, auto-mpg.csv
Perceptron: perceptron.pdf, tp_perceptron_script.py, tp_perceptron_source.py


CR12

ENS de Lyon

Machine learning course with L. Jacob and J. Mairal. Instructions, notes, etc. for CR12 are available at:
http://lear.inrialpes.fr/people/mairal/teaching/2014-2015/M2ENS/


Pesto

TÉLÉCOM-ParisTech

TP_ML_supervise.pdf
TP_ML_supervise_script.py
TP_ML_supervise_src.py

Decision trees with Python: scikit-learn package
Ensemble methods references: Peter Bühlmann's review

MDI220

TÉLÉCOM-ParisTech

Documents for the course:
(see french version)


Statistical Modeling Seminar

ENSAE second year

The slides of the talk can be found here: seminar.pdf (20 Mo, French version)


M2MO : Statistical Learning

Niveau Master 2

Documents for this course might be found on S. Clémençon 's webpage.



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