1 event found
Data processing with R tidyverse
19 - 22 February 2018
Esch-sur-Alzette, LuxembourgData processing with R tidyverse https://elixir-luxembourg.org/data-processing-r-tidyverse-0 https://tess.elixir-europe.org/events/data-processing-with-r-tidyverse This four day course provides a complete introduction to data science in R with the tidyverse. Participants should have basic experience in programming environments such as Matlab, Octave or other programming languages or complete a simple free online course as this one offered by DataCamp. The course will not go deep into statistics but rather getting data ready, some exploratory analysis, visualization and handling models. Preparing data takes up to 90% of the time spent in analysis — speeding this up is the mission of this course. Day 1 will review the basics of R and loading data via the readr package as well as Markdown. Day 2 will introduce tidying and organising data via the tidyr and dplyr packages as well as ggplot2 for visualisation. Day 3 will look at functional programming tools using the purrr package, which greatly simplifies repeating operations. Many statistical packages have complicated and idiosyncratic data structures. The broom package helps to convert them to consistent data structures. Participants are encouraged to bring their own data for analysis, convert existing code to tidyverse or perform a project on Day 4. Speakers: Aurélien GINOLHAC (LSRU, University of Luxembourg), Eric KONCINA (LSRU, University of Luxembourg), Roland KRAUSE (ELIXIR-LU/LCSB, University of Luxembourg) Registration is now open and will close on January 8th, 2018. 2018-02-19 09:30:00 UTC 2018-02-22 18:00:00 UTC ELIXIR Luxembourg University of Luxembourg, Campus, Belval, Maison du Savoir (MSA), Esch-sur-Alzette, Luxembourg University of Luxembourg, Campus, Belval, Maison du Savoir (MSA) Esch-sur-Alzette Luxembourg L-4366 Data architecture, analysis and design Data visualisation University of Luxembourg Roland Krause, ELIXIR-LU   workshops_and_courses first_come_first_served 
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