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DAR-Bioweek-2020

Bioweek: Data Analysis with R
Date: 04.02.2020 9:00 - 05.02.2020 17:00
Location details: The event is organised at the CSC Training Facilities located in the premises of CSC at Keilaranta 14, Espoo, Finland. The best way to reach us is by public transportation; more detailed travel tips are available.
Language: English
Lecturers: Jesse Harrison
Anni Pyysing
Price:
  • Free for Finnish universities, universities of applied sciences and governmental research institutes.
  • Free for others.
The course materials, lunches as well as morning and afternoon coffees are free of charge.
Registration by 17.01.2020 12:00
The seats are filled in the registration order. If you got a seat but cannot attend after all, you have to INFORM US ASAP so that we can give your place to somebody in the waiting list. Failing to do so will reduce your chances to be selected for other CSC courses.
Additional information
This course is part of the PRACE Training activity. Please visit the PRACE Training portal for further information about the course. For content please contact jesse.harrison@csc.fi , for practicalities patc@csc.fi

R is a language that has become one of the most popular tools for data manipulation, visualization and statistics. While there are many R courses, learning these skills can involve a steep learning curve, especially for people with no experience in programming or data analysis. This two-day course aims to help with this initial difficulty by equipping learners with essential skills in data wrangling, plotting and running commonly used statistical tests in R.

The course topics include data importing and exporting, handling complex data sets and creating publication-ready plots with R. We also cover statistical theory and tests including t-tests, linear regression and the Chi-squared test. The course materials are available on GitHub (feel free to have a look at them before the course starts!).

This course is part of the Bioweek 2020. You can participate in ALlL or only SELECTED Bioweek's courses. We have planned the Bioweek 2020 so that we are building on top of the previous knowledge. For example, the last course (basics of RNA-seq data analysis) has command line, R/RStudio and CSC services usage as prerequisites. Registration to the Bioweek 2020 will be opened soon. Please choose the courses you would like to attend.

Learning outcomes

After attending this course, participants will be able to:

  • Navigate RStudio
  • Understand R syntax and how to write R code
  • Import and export data using R
  • Use tidyverse for data wrangling
  • Use ggplot2 for creating high-quality plots
  • Employ t-tests, linear regression and Chi-squared tests in R

Prerequisites

  • No prior experience of programming or using R is expected
  • No data analysis or statistical experience is required (but is likely to be beneficial)

 

Program

Day 1

  • Morning: Introduction, basic features of R
  • Afternoon: Starting with data
  • Evening: Data manipulation, feedback 

Day 2

  • Morning: Data manipulation (continued)
  • Afternoon: Data visualization, statistics
  • Evening: Statistics (continued), feedback

Coffee breaks 

  • 10:40 - 11:00
  • 14:40 - 15:00

Lunch

  • 12:00 - 13:00

Projects and Collaboration Networks
Service Break
Tapahtumat
Projects and Collaboration Networks
Service Break
Tapahtumat