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Resource	Description	Audience	Competency	Type
AI4Gov Toolkit Description This toolkit empowers government organizations to leverage artificial intelligence in their operations, offering templates and frameworks for AI implementation. Audience Public sector Competency Digital management and execution Type Toolkit	This toolkit empowers government organizations to leverage artificial intelligence in their operations, offering templates and frameworks for AI implementation.	Public sector	Digital management and execution	Toolkit
Algorithmic Impact Assessment Description The Government of Canada offers this resource as part of their digital government innovations. It provides guidance on conducting algorithmic impact assessments (AIA) to evaluate the potential societal impacts of algorithms used in government processes and services. The resource aims to ensure that AI systems deployed by the government are transparent, accountable, and aligned with ethical considerations. Audience Public sector Competency Data use and governance Type Toolkit	The Government of Canada offers this resource as part of their digital government innovations. It provides guidance on conducting algorithmic impact assessments (AIA) to evaluate the potential societal impacts of algorithms used in government processes and services. The resource aims to ensure that AI systems deployed by the government are transparent, accountable, and aligned with ethical considerations.	Public sector	Data use and governance	Toolkit
Artificial Intelligence and Data Protection Description This publication from the Council of Europe explores the intersection of artificial intelligence (AI) and data protection. It delves into the legal and ethical considerations surrounding AI and provides insights into how data protection can be upheld in the context of AI applications. Audience Public sector Competency Data use and governance Type Reading	This publication from the Council of Europe explores the intersection of artificial intelligence (AI) and data protection. It delves into the legal and ethical considerations surrounding AI and provides insights into how data protection can be upheld in the context of AI applications.	Public sector	Data use and governance	Reading
Artificial intelligence and digital transformation: competencies for civil servants Description The AI and Digital Transformation Competency Framework developed by UNESCO, in partnership with the Broadband Commission for Sustainable Development, serves to unpack the major AI and digital transformation competencies needed in civil servants and puts forth recommendations for public sector stakeholders. Audience Public sector Competency Digital management and execution Type Toolkit	The AI and Digital Transformation Competency Framework developed by UNESCO, in partnership with the Broadband Commission for Sustainable Development, serves to unpack the major AI and digital transformation competencies needed in civil servants and puts forth recommendations for public sector stakeholders.	Public sector	Digital management and execution	Toolkit
Artificial Intelligence and The Rule of Law Description The Massive Open Online Course (MOOC) on AI and the Rule of Law is an introductory course engaging judicial operators in a global and timely discussion around AI’s application and impact on the rule of law. Structured around six modules, it unpacks the opportunities and risks of the increasing adoption of AI technologies across justice systems and AI’s impact for the administration of justice, particularly concerning human rights and AI ethics and governance issues. Audience Judiciary Competency Data use and governance Type Course	The Massive Open Online Course (MOOC) on AI and the Rule of Law is an introductory course engaging judicial operators in a global and timely discussion around AI’s application and impact on the rule of law. Structured around six modules, it unpacks the opportunities and risks of the increasing adoption of AI technologies across justice systems and AI’s impact for the administration of justice, particularly concerning human rights and AI ethics and governance issues.	Judiciary	Data use and governance	Course
Artificial intelligence for the public sector Description This course provides an introduction to artificial intelligence (AI), focusing on its application in the public service. Participants will be guided through the entire process of devising AI-based services in the public sector. Lessons will cover not just the functional aspects of this application but also the governance and ethical aspects of the process to offer a holistic point of view. Audience Public sector Competency Data use and governance Type Course	This course provides an introduction to artificial intelligence (AI), focusing on its application in the public service. Participants will be guided through the entire process of devising AI-based services in the public sector. Lessons will cover not just the functional aspects of this application but also the governance and ethical aspects of the process to offer a holistic point of view.	Public sector	Data use and governance	Course
Artificial Intelligence in the Public Sector: Maximizing Opportunities, Managing Risks Description This document explores the opportunities and risks of implementing artificial intelligence in the public sector. It discusses the potential benefits of AI adoption, offers guidance on managing risks and ensuring responsible use, and presents case studies highlighting AI applications in various government functions. Audience Public sector Competency Data use and governance Type Reading	This document explores the opportunities and risks of implementing artificial intelligence in the public sector. It discusses the potential benefits of AI adoption, offers guidance on managing risks and ensuring responsible use, and presents case studies highlighting AI applications in various government functions.	Public sector	Data use and governance	Reading
Artificial Intelligence, Citizen Services, and Government Description This publication focuses on the use of AI in providing citizen services and its implications for government. It discusses the potential benefits of AI adoption, such as improved service delivery, as well as the challenges related to data privacy, algorithmic bias, and accountability. Audience Public sector Competency Data use and governance Type Reading	This publication focuses on the use of AI in providing citizen services and its implications for government. It discusses the potential benefits of AI adoption, such as improved service delivery, as well as the challenges related to data privacy, algorithmic bias, and accountability.	Public sector	Data use and governance	Reading
Assessing Innovation Potential for Social Impact Description A Global Knowledge Initiative framework for assessing the potential social impact of innovation projects. Audience Public sector Competency Digital planning and design Type Toolkit	A Global Knowledge Initiative framework for assessing the potential social impact of innovation projects.	Public sector	Digital planning and design	Toolkit
Big Data, AI, and Ethics Description This Coursera course explores the intersection of big data, artificial intelligence (AI), and ethics. Participants gain insights into the ethical implications and challenges arising from the use of big data and AI technologies. The course covers key topics such as data privacy, algorithmic bias, transparency, accountability, and the social impact of AI. Audience Public sector Competency Data use and governance Type Course	This Coursera course explores the intersection of big data, artificial intelligence (AI), and ethics. Participants gain insights into the ethical implications and challenges arising from the use of big data and AI technologies. The course covers key topics such as data privacy, algorithmic bias, transparency, accountability, and the social impact of AI.	Public sector	Data use and governance	Course

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