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SUMMARY:ICALEPCS 2023: 3rd Data Science and Machine Learning Workshop
DTSTART:20231007T060000Z
DTEND:20231007T150000Z
DTSTAMP:20260819T212800Z
UID:indico-event-1296634@indico.cern.ch
CONTACT:manuel.gonzalez@cern.ch\;gianluca.valentino@um.edu.mt
DESCRIPTION:Speakers: Gianluca Valentino (University of Malta (MT))\, Manu
 el Gonzalez Berges (CERN)\n\nWorkshop DescriptionGeneral development of ne
 w methods and applications in the field of data analytics and machine lear
 ning are appearing at an increased speed. The use of these techniques in t
 he field of scientific installations is also growing rapidly.  Some examp
 les of applications are anomaly detection\, better diagnostics\, automatic
  control\, improved performance\, optimization of engineering designs or p
 rocedures\, automated data extraction and analysis from logbooks/logs\, co
 ding assistants\, etc. The workshop will give an opportunity to learn some
  of the fundamental concepts underlying the tools that are already in plac
 e. It will also be the occasion to share the state of the projects that th
 e participants are involved in.Intended audience:People with some basic kn
 owledge of data science and basic programming skills\, Specially we will n
 eed some participants involved in DS/ML projects that can share their expe
 rienceOrganizational Details:The workshop will take place on the 7th of Oc
 tober. If there is enough interest\, parallel discussions can be organized
  at the last part of the workhsop on selected topics. This will be based o
 n the input given during the Indico registration.We are at the moment prep
 aring the agenda. There will be mainly two sessions: a first one with an i
 ntroductory tutorial and a second one where participants will have the cha
 nce to present in an informal setup their work. This can include completed
  or ongoing projects\, problems that need a solution\, questions on a topi
 c\, etcFor the abstract submission you will need to login to the Indico pa
 ge with either your CERN credentials\, your organization credential if it 
 is part of EduGAIN\, or with your public service account (e.g. Facebook\, 
 Google\, etc.). If you experience any issue with the submission\, you can 
 send the abstract via email to:manuel.gonzalez@cern.ch and gianluca.valent
 ino@um.edu.mtLinks to previous workshops:ICALEPCS 2021: 2nd Data Science a
 nd Machine Learning Workshop: https://indico.cern.ch/event/1075165/ICALEPC
 S 2019: 1st Data Science and Machine Learning Workshop: https://indico.cer
 n.ch/event/828418/Alfredo Canziani YouTube channel: https://www.youtube.co
 m/c/AlfredoCanziani/videos\n\nhttps://indico.cern.ch/event/1296634/\n\nZoo
 m: https://cern.zoom.us/j/64251878404?pwd=anhkbjlTc1RYb0NtR2lHVGM4MTVLZz09
LOCATION:CENTURY CITY CONVENTION CENTRE4 Energy Lane\, Century City\, Cape
  Town
URL:https://indico.cern.ch/event/1296634/
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