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Series Editor
Dionysus
Background
Navigating the Handbook
Emergence as The Turing Way Strategy
Embracing the Principles of Digital Commons
Community and Community Roles
Governance
How to Cite
Frequently Asked Questions
Sing O Muse!
Overview of Project Design
Planning for Project Design
Collaborative project documentation
Reproducibility Methods
Version Control and Documentation
Sharing Your Research Work
Project Design Checklist
Creating Project Repositories
Landing Page - README File
Roadmapping
Contributors and Communication Pathways
Participation Guidelines
Advanced Structure for Data Analysis
Further Recommendations
Personas and Pathways
Persona Creation Tool
Contributor Pathways
File Naming Convention
Code Styling and Linting
Guidelines for Code Styling
Writing Human Readable Code
Code Styling Tools
Sensitive Data Projects
Types of Sensitive Data
Personal Data
Confidential Data
Biological Data
Metadata
Combined Datasets
Managing Sensitive Data Projects
Informed consent
Data Privacy Strategies
Sharing Sensitive Data
Resources
Working on Sensitive Data Projects
Working with Trusted Research Environments
Privacy Preserving Machine Learning
Keeping Sensitive Files Secure
Sharing Your Jupyter Notebook
Removing Sensitive Data From GitHub
Further Recommendations
Data Governance
Data Governance for the Machine Learning Pipeline
BigCode Data Governance Case Study
Apollo
Getting Started With GitHub
Motivation for Using GitHub
First steps on GitHub
Using more GitHub features
Advanced GitHub features
Maintainers and Reviewers on GitHub
Project Maintenance
Ownership and Permissions
Reviewing Contributions
Merging Contributions
Resources
Organising Meetings
Organising Online Coworking Calls
Organising Conferences
Registration Forms
Template for Registration Form
Chairing Events
Participating in Events
Hosting Events with Public Contributors
Planning your PPIE Event
Location and Venue Planning
Scheduling and Agenda Considerations
Communication Strategy and Planning
Inclusive Social and Networking
Technology Considerations
Additional Resources
Informal Coffee Chats
Tools for Facilitating Collaboration
Facilitating Stakeholder Engagement
Managing a New Community and Team
Guide to Planning a Community
Addressing Technical Issues
Valuing Diversity and Differences
Teamwork
Academic-Industry Collaborations
Establishing an Academic-Industry Collaboration
Community Building in an Academic-Industry Collaboration
Case Studies and Best Practices in Academic-Industry Collaboration
Case Study Library
Online Resources
Ambassador Schemes
Establishing and Running an Ambassador Scheme
Turing-Roche Community Scholar Scheme Personal Story
Team Manual
On and Offboarding Team Members
Open Leadership in Data Science
Important Features of Leadership
Building Healthy Leadership Skills
Creating Leadership Opportunities
Personal Story from Running a Hackathon
Personal Story of Leadership by a Data Librarian
Research Infrastructure Roles
Community Managers Overview
Data Stewards Overview
Data Steward Personal Story
Data Wrangler Overview
Research Software Engineers Overview
Research Software Engineering Personal Story
Research Application Manager Overview
Research Infrastructure Developer Overview
Remote Collaboration
Pros and Cons
Guidelines for Remote Collaboration
Managing Distributed Teams
Useful Resources
Hybrid Collaboration
Challenges faced during Hybrid Collaboration
Guidelines for Hybrid Collaboration
Resources
Shared Ownership in Open Source Projects
Project Ownership
Shared Ownership Models
Challenges with Applying Ownership Models Retroactively
Nudging for a Better Default
Sustainability of Open Source Projects
Examples of Open Source Business Models
Iteration
Legal Disclaimer
Data Usage Statement
Contributors Record
Collaborators
Sub-projects, Working Groups, Informal Initiatives
Glossary
Bibliography
Repository
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