Ecosyste.ms: Awesome
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awesome-data-for-good
Curated list of resources about Data for Good, Data Science for Good, Data Science for Social Good, Data Science for Public Good, Data for Humanity.
https://github.com/darenasc/awesome-data-for-good
Last synced: 2 days ago
JSON representation
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Publications
- Data for Social Good - Profit Sector Data Projects.
- Data for Social Good - Profit Sector Data Projects.
- Data for Social Good - Profit Sector Data Projects.
- Data for Social Good - Profit Sector Data Projects.
- Data for Social Good - Profit Sector Data Projects.
- Data for Social Good - Profit Sector Data Projects.
- Data for Social Good - Profit Sector Data Projects.
- Data for Social Good - Profit Sector Data Projects.
- Data for Social Good - Profit Sector Data Projects.
- Data for Social Good - Profit Sector Data Projects.
- Data for Social Good - Profit Sector Data Projects.
- Data for Social Good - Profit Sector Data Projects.
- Data for Social Good - Profit Sector Data Projects.
- Data for Social Good - Profit Sector Data Projects.
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Courses
- Data for Social Impact course
- Foundations of Humane Technology - paced online course for professionals shaping tomorrow's technology
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Data Science for Social Good Summer Programs
- Data Science for Social Good summer at eScience Institute, University of Washington, US - data-science-for-social-good-projects/)
- Data Science for Social Good at Warwick University, UK
- Data Science for Social Good Fellowship at DFKI, Germany
- Data Science for Social Good, Munich 2023, Germany
- Data Science for Social Good at Data Science Institute, University of British Columbia, US
- Data Science for Social Good Summer Program at Stanford University, US
- Data Science for the Common Good at Center for Data Science, University of Massachussetts Ahmherst, US
- Data Science for the Public Good, Biocomplexity Institute, University of Virginia, US
- Data Science for the Public Good Young Scholars Program, Iowa State University, US
- Florida Data Science for Social Good (FL-DSSG) Program, US
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Ethics
- Ethically Aligned Design v2 - being with Autonomous and Intelligent Systems.
- An Ethical Toolkit for Engineering/Design Practice - center/technology-ethics/Ethics-Toolkit.pdf))
- Practitioner's Guide Data Ethics Toolkits v1.0
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Events
- AI for Good Global Summit - round digital platform where AI innovators and problem owners learn, build and connect to identify practical AI solutions to advance the UN SDGs.
- Geo for Good Summit 2023
- Good Tech Fest
- Geo for Good Summit 2024
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Funding
- Google.org Impact Challenge: Tech for Social Good - time support from a team of Google.org Fellows and up to €3M funding for ‘Tech for Social Good’ projects.
- Skoll Foundation
- X-Prize Foundation
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Global projects
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Resources
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Workshops
- Data for Good Organisations Map
- Decision Tree for the Responsible Application of AI
- Global Partnership for Sustainable Development Goals
- fAIr: AI-assisted Mapping - assisted mapping service developed by the [Humanitarian OpenStreetMap Team (HOT)](https://www.hotosm.org/) that aims to improve the efficiency and accuracy of mapping efforts for humanitarian purposes.
- UN Global Platform
- Global Partnership for Sustainable Development Goals
- ATLAS of Sustainable Development Goals 2023
- THE TECH WORKER HANDBOOK
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Organisations
- AI in Africa
- Correlaid - partisan non-profit network of data science enthusiasts who want to change the world through data science.
- Data2x
- Data for Development Network (D4D.net)
- Data for Good Canada
- Data For Good France
- Data for Good Madrid
- Data for Good Netherlands
- DataForGoodBCN
- DataDotOrg
- DataKind
- DataKindUK
- Data Science for Social Good Foundation
- Data Science for Social Good Portugal - profit, non-governmental and governmental organizations harness the power of their data to improve its impact on the community.
- DSSG Berlin
- GIZ Data-lab
- Humanitarian OpenStreetMap Team
- Mechanism Design for Social Good (MD4SG) - institutional initiative using techniques from algorithms, optimization, and mechanism design, along with insights from other disciplines, to improve access to opportunity for historically underserved and disadvantaged communities.
- Nesta
- Partnership on AI (PAI) - profit partnership of academic, civil society, industry, and media organizations creating solutions so that AI advances positive outcomes for people and society.
- SoGooD²ata
- UN Global Pulse - create and scale innovations.
- Viz for social good - driven organizations.
- ThinkTech NGO - governmental organisation. We are committed to the independence and autonomy of ThinkTech’s projects and do not accept funding that is conditioned upon conducting research in a particular manner, achieving a particular result, or taking a predetermined position.
- Data Science for Social Good Foundation
- DataForGoodBCN
- Institute for Accountability in the Digital Age (I4ADA)
- Data for Good Canada
- ThinkTech NGO - governmental organisation. We are committed to the independence and autonomy of ThinkTech’s projects and do not accept funding that is conditioned upon conducting research in a particular manner, achieving a particular result, or taking a predetermined position.
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Readings
- AI for Social Good, Using Artificial Intelligence to Save the World
- The Data for Good Growth Map - Based Data for Good Program (November 2021). eScience Institute, University of Washington, US.
- The Open Data Handbook
- Responsible Data Handbooks
- AI for Good: Applications in Sustainability, Humanitarian Action, and Health
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Research
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- Journal of Computational Social Science
- Stanford Social Innovation Review
- ACM Conference on Fairness, Accountability, and Transparency (ACM FAccT)
- The International Peace Information Service (IPIS)
- Meta's Data for Good
- Microsoft's AI For Good Research Lab
- Artificial Intelligence, Ethics, and Society Conference (AAAI/ACM)
- Data for Social Good - Profit Sector Data Projects.
- Data for Social Good - Profit Sector Data Projects.
- Data for Social Good - Profit Sector Data Projects.
- Data for Social Good - Profit Sector Data Projects.
- Data for Social Good - Profit Sector Data Projects.
- Data for Social Good - Profit Sector Data Projects.
- ACM GOODIT 2024 - 6 September 2024, Bremen, Germany.
- Data for Social Good - Profit Sector Data Projects.
- ACM Conference on Equity and Access in Algorithms, Mechanisms, and Optimization
- Data for Social Good - Profit Sector Data Projects.
- Data for Social Good - Profit Sector Data Projects.
- Data for Social Good - Profit Sector Data Projects.
- Data for Social Good - Profit Sector Data Projects.
- Fairness, Accountability, and Transparency in Machine Learning (FATML)
- Data for Social Good - Profit Sector Data Projects.
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Workshops
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Frameworks, Guidelines, and Standards
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Workshops
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- Principles for Digital Development - enabled programs and are intended to be updated and refined over time.
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