9-13 November 2015
CERN
Europe/Zurich timezone
There is a live webcast for this event.

An introduction to machine learning with Scikit-Learn

12 Nov 2015, 15:00
2h 15m
222-R-001 (CERN)

222-R-001

CERN

200
Show room on map

Speaker

Dr Gilles Louppe (CERN)

Description

This tutorial gives an introduction to the scientific ecosystem for data analysis and machine learning in Python. After a short introduction of machine learning concepts, we will demonstrate on High Energy Physics data how a basic supervised learning analysis can be carried out using the Scikit-Learn library. Topics covered include data loading facilities and data representation, supervised learning algorithms, pipelines, model selection and evaluation, and model introspection.

Presentation Materials

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