Here are some online training resources recommended by the Data Fluency community:
Working with data
Introduction to R (Monash Bioinformatics Platform) - an introductory tutorial on data exploration, visualization, and analysis with R
Programming and tidy data analysis in R (Monash Bioinformatics Platform) - going into greater depth in R, including programming and automating repetitive tasks, and more detail on the use of Tidyverse packages. An earlier version of this workshop also has material on sharing data using Rmarkdown and shiny, and using Bioconductor.
Linear models in R (Monash Bioinformatics Platform) - using linear models in R. Linear models are useful for many things, and also foundational for machine learning and further statistical methods.
Introduction to Python (Data Carpentry) - an introductory Python tutorial.
Learn JS Data: Data processing in JavaScript - data processing in Javascript using D3.js and lodash.
Python programming
Commandline, Linux and High Performance Computing
- Linux Journey: Command Line - getting started with the UNIX / Linux commandline.
The Carpentries
The Carpentries is an organization that develops and presents high quality workshops. Their material is all freely available online.
- Data Carpentry - working with various specific types of data.
- Software Carpentry - programming and other useful skills for scientific computing.
- Library Carpentry - computing skills for librarians.