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SUMMARY:2-Day Workshop - Introduction to Data Science in Python
DTSTART:20191128T080000Z
DTEND:20191129T163000Z
DTSTAMP:20260909T071600Z
UID:indico-event-5831@indico.ijclab.in2p3.fr
CONTACT:maria.telenczuk@inria.fr\;guillaume.lemaitre@inria.fr\;jiaping.liu
 @inria.fr\;loic.esteve@inria.fr
DESCRIPTION:Speakers: Loic Esteve (Inria)\, Jiaping Liu (Inria)\, Maria Te
 lenczuk (Inria)\, Guillaume Lemaitre (Inria)\n\n\n\n \n\nData science is 
 gaining attention impacting many scientific fields and applications. Data 
 science encompasses a large number of topics such as data mining\, data wr
 angling\, data visualisation\, pattern recognition\, or machine learning.\
 n\nThis workshop intends to give an introduction to some of these topics u
 sing Python and the PyData ecosystem. It is not a course on deep learning.
 \n\nProgram\n\nDay 1 - Data wrangling\, exploration\, and visualisation\n\
 nGoal: introduce the PyData ecosystem to manipulate\, explore\, and visual
 ize data.\n\n\n	\n	Introduction to the basics of numpy\, pandas\, and matp
 lotlib.\n	\n\n\nDay 2 - Machine learning\n\nGoal: introduce the basics of 
 machine learning using the  scikit-learn library.\n\n\n	\n	Get familiar w
 ith general principles of machine learning\;\n	\n	\n	Use these principles 
 by using the scikit-learn library on some toy and real-world data examples
 .\n	\n\n\nRegistration\n\nThe 2-day workshop is aimed at graduate students
  and researchers\, who have a basic knowledge of Python or have experience
  in another scientific programming language such as R or Matlab.\n\nRegist
 ration is free but mandatory due to limited space (see the link below to r
 egister). Registration will close on November 21.\n\nMaterial and install\
 n\nThe material of the previous session can be found on the GitHub page of
  the Paris-Saclay Center for Data Science. Refer to the README file regard
 ing the information to install the required packages which will be used du
 ring the workshop. This material will be updated soon.\n\nLocation\n\nThis
  workshop will take place in Inria Saclay Ile-de-France (1 Rue Honoré d'E
 stienne d'Orves\, 91120 Palaiseau\, room Grace Hoper).\n\nInstructors\n\nL
 oïc Esteve\, Alexandre Gramfort\, Jiaping Liu\, Guillaume Lemaitre\, Bar
 tosz Telenczuk\, Maria Telenczuk\, Gaël Varoquaux.\n\nhttps://indico.ijcl
 ab.in2p3.fr/event/5831/
LOCATION:Room Grace Hoper (Inria Saclay Ile-de-France)
URL:https://indico.ijclab.in2p3.fr/event/5831/
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