General
The Turing Way Community (2022) The Turing Way: A Handbook for Reproducible Data Science
Aleksandra Nenadic, Steve Crouch, James Graham, et al. (2022) Intermediate Research Software Development (beta). Carpentries Incubator. Zenodo
Software Development Life Cycle & Methodologies
The Agile Alliance (2001) Manifesto for Agile Software Development
Data Management
The Turing Way Community (2021) Data Management Plan, The Turing Way: A Handbook for Reproducible Data Science
The Turing Way Community (2020) The FAIR Principles, The Turing Way: A Handbook fo Reproducible Data Science
The Turing Way Community (2021) Version Control for Data, The Turing Way: A Handbook for Reproducible Data Science
The Turing Way Community (2021) Sharing and Archiving Data, The Turing Way: A Handbook for Reproducible Data Science
The Turing Way Community (2021) Linking Research Objects, The Turing Way: A Handbook for Reproducible Data Science
Research Data Management @ University of Exeter ← university’s guidance on research data management
Research Ethics and Governance @ University of Exeter ← university’s guidance on research ethics and governance
DMPonline ← a helpful tool for writing Data Management Plans (DMPs)
Open Research Exeter (ORE) ← university’s institutional data repository
Symplectic ← university’s system for recording research outputs, funding and professional activities of researchers
Registry of Research Data Repositories ← resource to identify a suitable data repository
FAIRsharing ← resource to identify a suitable data repository
NIH Generalist Repositories ← resource to identify a suitable data repository
Creative Commons Licenses ← information on the different types of Creative Commons licenses
Data Carpentry ← free online subject-specific workshops on data and its management
Problem Solving
Donald Bell (2003) An introduction to the Unified Modeling Language. IBM Developer
David Amos (2018) Object-Oriented Programming (OOP) in Python 3. Real Python
Version Control
Introduction to Version Control with Git and GitHub ← university’s introductory course to version control (with freely available course notes)
Readable Code & Documentation
Google Style Guides ← style guides for a range of languages
Stephen Druskat, Tyler Whitehouse, Alessandro Felder, Sorrel Harriet, Benjamin Lee (2019) What are best practices for research software documentation? Software Sustainability Institute
Testing
The Turing Way Community (2020) Code Testing, The Turing Way: A Handbook for Reproducible Data Science
Collaboration & Reproducibility
GitHub, Inc. (2023) About issues. GitHub
Google (2019) Google Engineering Practices Documentation. Google
Erin C McKiernan, Philip E Bourne, C Titus Brown, Stuart Buck, Amye Kenall, Jennifer Lin, Damon McDougall, Brian A Nosek, Karthik Ram, Courtney K Soderberg, Jeffrey R Spies, Kaitlin Thaney, Andrew Updegrove, Kara H Woo, Tal Yarkoni (2016) Point of View: How open science helps researchers succeed. eLife 5:e16800
Justin Kitzes, Daniel Turek, Fatma Deniz (Eds.) (2018) The Practice of Reproducible Research: Case Studies and Lessons from the Data-Intensive Sciences. Oakland, CA: University of California Press
Andrew Connolly, Joseph Hellerstein, Naomi Alterman, David Beck, Rob Fatland, Ed Lazowska, Vani Mandava, Sarah Stone (2023) Software Engineering Practices in Academia: Promoting the 3Rs - Readability, Resilience, and Reuse. Harvard Data Science Review, 5(2)
Reproducible Analytical Pipelines (RAP) Team (2022) Reproducible Analytical Pipelines (RAP) strategy. Government Analysis Function
The Turing Way Community (2020) Licensing, The Turing Way: A Handbook for Reproducible Data Science