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RAdelaide24

Training Material for RAdelaide 2024

RAdelaide 2024

Dr Stevie Pederson
Black Ochre Data Labs
Indigenous Genomics
Telethon Kids Institute

July 9-11, 2024

Course Details

This will be a three day course to enable researchers to develop their capabilities using the language R. Beginners are welcome and intermediate users will also gain a great deal from attending.

Data for the workshop is available as a zip file here

Provisional Course Outline

Day 1 Topic Notes Estimated Duration
(approx)
9:00 Welcome To Country   15min
  Installation Help   15min
  Introducing R & RStudio Introduction 40min
  Spreadsheet-Like Data Data Import 50min
10:30 Morning Tea    
11:00 Spreadsheet-Like Data (continued)    
  Exploring & Manipulating Data Data Exploration 60min
12:30 Lunch    
1:30 Visualising Your Data with ggplot2 Introductory Visualisation 70min
  Using stringr to Modify Text Working With Text 30min
3:00 Afternoon Tea    
3:30 Reshaping Data With tidyr Reshaping Data 20min
4:00 Challenges and Bring Your Own Data Day1  
Day 2 Topic Notes Estimated Duration
(approx)
9:00 Day 1 Challenges Day1 30min
9:30 Using stringr to Modify Text (continued) Working With Text 15min
9:45 Reshaping Data With tidyr Reshaping Data 20min
10:30 Morning Tea    
11:00 Vectors and Data Structures in R Data Types 70min
12:30 Lunch    
1:30 Basic Statistical Analysis Basic Statistics 70min
3:00 Afternoon Tea    
3:30 Using Rmarkdown RMarkdown 60min
Day 3 Topic Notes Estimated Duration
(approx)
9:00 Questions & Comments Questions From The Floor 15min
9:15 Functions Functions 50min
10:00 The Bioconductor Project The Bioconductor Project 40min
10:30 Morning Tea    
11:00 Working with Sequences and Genomic Ranges References and Ranges 60min
11:00 Introduction to RNA-Seq RNA-Seq 30min
12:30 Lunch    
1:30 Bulk RNA-Seq Analysis Differential Gene Expression 120min
3:00 Afternoon Tea    
3:30 Enrichment Analysis Finding the Underlying Biology 70min