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DTSTAMP:20260708T214341Z
UID:9b253e5a-a0aa-45d2-a156-e41c2aca4460
DTSTART:20190424T073000Z
DTEND:20190425T133000Z
DESCRIPTION:Annotation\n\nThe R part of course (first day) will be focused 
 on presenting the basics of data analysis in R and visualization of data. 
 The course will cover the introduction to the R statistical language intro
 ducing the basic data types and workflow. Afterwards\, packages from the 
 “tidyverse” collection will be presented. These includes packages for 
 the loading of data\, preprocessing data\, basic data exploration\, and vi
 sualization.\n\nThe Python oriented part (second day) will introduce essen
 tial data-scientific packages and will be complemented with hands-on exerc
 ises that will demonstrate their usage with real world data analytic probl
 ems\, and showing how to tackle such problems.\n\nThe course will be up to
  50% hands-on exercises covering all topics to practice the techniques\, a
 nd patterns gained.\n\nPurpose of the course (benefits for the attendees)
 \n\nTarget audience: Users that want to use Python and/or R for data analy
 sis and prototyping. The participants will learn basic and intermediate sk
 ills for exploratory data analysis and visualization in the programming la
 nguages of R and Python.\n\nAbout the tutor(s)\n\nTomáš Martinovič obta
 ined his PhD in computational sciences at IT4Innovations\, VSB - Technical
  University of Ostrava in 2018. From 2015 to 2018 he worked in a team focu
 sed on analysis of complex dynamical systems\, where he worked on scalable
  implementations of algorithms from the field of nonlinear time series ana
 lysis. Since the start of 2019 he has been working in a team focused on hi
 gh performance data analysis with the defined objective of research and tr
 ansfer of knowledge in cooperation with industry.\n\nStanislav Böhm has a
  PhD in computer science\, and is a researcher at IT4Innovations. He is in
 terested in distributed systems\, verification\, and scheduling.\nhttps://
 events.prace-ri.eu/event/869/
SUMMARY:Data science with R and Python @ IT4Innovations
URL;VALUE=URI:https://events.prace-ri.eu/event/869/
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