Learning Resources

This list gathers open-source learning resources (articles, policy reports, courses, and toolkits) to complement the AI tools repository.

This repository is aligned with UNESCO’s Digital Transformation and AI Competency Framework. It aims to support civil servants and governments in developing AI and digital competencies, including Digital Planning and Design, Data Use and Governance, and Digital Management and Execution.

Search Audience Competency Type

reset

Resource	Description	Audience	Competency	Type
Data Privacy and Security Report Description The "Data Privacy and Security Report" by Wunderman Thompson provides insights into the current landscape of data privacy and security, exploring the challenges, consumer attitudes, and implications for businesses in the digital era. Audience Public sector Competency Data use and governance Type Reading	The "Data Privacy and Security Report" by Wunderman Thompson provides insights into the current landscape of data privacy and security, exploring the challenges, consumer attitudes, and implications for businesses in the digital era.	Public sector	Data use and governance	Reading
Data Security and Protection Toolkit Description The NHS (National Health Service) in the United Kingdom provides this toolkit to assist health and care organizations in safeguarding sensitive data. It offers resources, assessments, and guidance for maintaining robust data security and protection measures, ensuring the privacy and confidentiality of patient information. Audience Public sector Competency Data use and governance Type Toolkit	The NHS (National Health Service) in the United Kingdom provides this toolkit to assist health and care organizations in safeguarding sensitive data. It offers resources, assessments, and guidance for maintaining robust data security and protection measures, ensuring the privacy and confidentiality of patient information.	Public sector	Data use and governance	Toolkit
Data-Driven Policy Making Description This comprehensive course by Universiteit Leiden explores data-driven policymaking principles and practices, informing policy decisions. Audience Public sector Competency Data use and governance Type Course	This comprehensive course by Universiteit Leiden explores data-driven policymaking principles and practices, informing policy decisions.	Public sector	Data use and governance	Course
Data-Driven Policymaking: A Roadmap - Big Policy Canvas Description This toolkit provides a comprehensive roadmap for policymakers to adopt data-driven approaches in their decision-making processes. Audience Public sector Competency Data use and governance Type Toolkit	This toolkit provides a comprehensive roadmap for policymakers to adopt data-driven approaches in their decision-making processes.	Public sector	Data use and governance	Toolkit
Data-Driven Public Sector: The Path to Becoming Data-Driven Description This OECD publication explores the journey towards data-driven public sector transformation, offering guidance and case studies for policymakers. Audience Public sector Competency Data use and governance Type Reading	This OECD publication explores the journey towards data-driven public sector transformation, offering guidance and case studies for policymakers.	Public sector	Data use and governance	Reading
Designing Out Problems Description A UTS Open online course on critical and creative thinking, problem definition, and ideation techniques. Audience Public sector Competency Digital planning and design Type Course	A UTS Open online course on critical and creative thinking, problem definition, and ideation techniques.	Public sector	Digital planning and design	Course
Digital Economy: Key Indicators Description This publication by Statistics Canada provides key indicators and insights into the digital economy, covering areas such as digital adoption, connectivity, and the impact on industries and employment. Audience Public sector Competency Data use and governance Type Reading	This publication by Statistics Canada provides key indicators and insights into the digital economy, covering areas such as digital adoption, connectivity, and the impact on industries and employment.	Public sector	Data use and governance	Reading
Digital Philosophy and Ethics Description Universita di Bologna offers this course which covers various topics related to digital philosophy and ethics. These include methodologies for philosophy and ethical evaluations, redefining reality in the digital era (digital ontology), exploring the onlife experience, personal identity construction, and technologies of hope. It also addresses ethical challenges associated with AI and artificial agents, the complexity and paradox of cooperation, digital sovereignty and citizenship. Audience Public sector Competency Data use and governance Type Course	Universita di Bologna offers this course which covers various topics related to digital philosophy and ethics. These include methodologies for philosophy and ethical evaluations, redefining reality in the digital era (digital ontology), exploring the onlife experience, personal identity construction, and technologies of hope. It also addresses ethical challenges associated with AI and artificial agents, the complexity and paradox of cooperation, digital sovereignty and citizenship.	Public sector	Data use and governance	Course
Digital Privacy Playbook Description The Government of Canada presents this playbook as a comprehensive guide to digital privacy. It offers practical advice, tools, and best practices for government departments and agencies to enhance their digital privacy practices and protect the personal information of Canadians. Audience Public sector Competency Data use and governance Type Toolkit	The Government of Canada presents this playbook as a comprehensive guide to digital privacy. It offers practical advice, tools, and best practices for government departments and agencies to enhance their digital privacy practices and protect the personal information of Canadians.	Public sector	Data use and governance	Toolkit
Digital Privacy: A Primer for Government Description This resource offers a comprehensive introduction to digital privacy specifically tailored for government entities. It covers key concepts, challenges, and considerations related to digital privacy, providing a foundation for governments to approach privacy protection effectively. Audience Public sector Competency Data use and governance Type Reading	This resource offers a comprehensive introduction to digital privacy specifically tailored for government entities. It covers key concepts, challenges, and considerations related to digital privacy, providing a foundation for governments to approach privacy protection effectively.	Public sector	Data use and governance	Reading