Lesson
Reproducible Research
This lesson covers the principles of reproducible research, including data management, version control, and the use of tools like Git to ensure that research can be replicated.
Lesson metadata
Slug reproducible-research
Subtopic —
Skill Level Intermediate
OSS Role(s) Contributor, Maintainer
Resource Type handout
Time Required 2m
Author The Turing Way Team
License https://creativecommons.org/licenses/by/4.0/
Keywords reproducible research, version control, data management, open science
Language(s) en
Additional metadata
Audience Researchers, Open Science Contributors, Software Developers
Competency Required Basic understanding of research methodologies and tools for reproducibility
Creative Work Status Active
Date Created 2020-03-01
Date Modified 2023-06-20
Date Published 2020-04-01
Domain General Open Source
Identifier https://book.the-turing-way.org/reproducible-research/reproducible-research
Is Part Of The Turing Way
Learning Objectives After this lesson, the learner should be able to:
- Explain the principles and importance of reproducible research
- Apply best practices for data management and version control in research
- Demonstrate how to use Git and other tools to ensure research reproducibility
- Identify strategies for documenting research workflows and methodologies
- Recognize ethical considerations in reproducible research practices
Mentions Git, https://git-scm.com, A version control tool for ensuring reproducibility in research projects
Ospo Relevance High
Prerequisite Notes No programming experience needed. It would be best for a student who has experience with research papers and research projects and wants to detailed understanding of terms and concepts, but that is not necessary No programming experience needed. It would be best for a student who has experience with research papers and research projects and wants to detailed understanding of terms and concepts, but that is not necessary.
Sorting Id 25
Teaches The student will be able to apply best practices for reproducible research, including using Git for version control and managing research data.
Topic Research
Version 1.0.0