Data
Data analysis and management is an integral part of conducting your research. We offer a range of courses covering different software and techniques to help you analyse and manage your data - whether the data you’re collecting is quantitative, qualitative or a mixture of both. The full list of software available through the 樱花动漫 is available on the website.

This programme of workshops brought to you by the 樱花动漫 Research Software Engineering Group, 樱花动漫 Institute of Data Science and Artificial Intelligence, Researcher Development and the Doctoral College and includes:
- Introduction to R
- Working with data with R
- Regression analysis with R
- Advanced Regression Analysis with R
- Software Development Best Practice
- Introduction to Julia
- Parallel computing with Fortran and Julia
- Introduction to Version Control
- Intermediate Version Control
- Computational Thinking
- Introduction to Unix
- Introduction to Python
- Intermediate Python
- Introduction to HPC and ISCA
- Introduction to Machine Learning
Bookings for these sessions should be made through the
There's a range of online training available on data ethics, collection and management:
- You can access the Research Integrity Mandatory Online Training through the LearnUpon system (see Mandatory Training page)
- The University has produced a comprehensive resources on Research Data Management, including information on Open Data
- You can access training resources on
- Using on our Researcher Development webpage.
Please check out our site- a suite of online resources, made by PGRs for PGRs, to support their training and development.
Below is an introduction to Research Ethics at the University. If you have any questions refer to the Research Ethics & Governance webpages, your project coordinator, Ethics committee chair or the central Research Ethics & Governance team.
Complete Research Integrity Mandatory Online training
When you start your research degree, you will need to complete Mandatory Research Integrity Online Training. You will need to report you have completed this training as part of your Training Needs Analysis.
Ethical review of research
Information about the can be found on the University website, including links to University and College level ethics committee.
All colleges are in the process of implementing our new Research Management System. As part of this improvement, Ethical Review will take place on a system called Worktribe Ethics. Most PGRs will have access to this system for any new applications, for HUMS based PGRs please contact your Ethics Chair for further information.
The Research Ethics & Governance team have set up an online section of resources about the new .