AI4Gov Learning Path - AI4Gov Master Program in Artificial Intelligence in Public Services Created byLaia Güell Paule|Updated17 December 2024The AI4Gov project offers a comprehensive learning path designed to provide core elements and robust foundations for all those who are seeking to harness the potential of AI for public good, drawing from the expertise of leading practitioners and scholars in the field. Developed in collaboration with Universidad Politécnica de Madrid and Politecnico di Milano, the content of the Master provides an engaging mix of concise video pills and enlightening Master classes, incorporating insights from the AI4Gov master program. Video pills deliver valuable insights in digestible formats, while Master classes, led by globally recognised experts within the AI4Gov ecosystem, provide deeper dives into key topics, including those covered in the AI4Gov master curriculum. Complementing these resources, each theoretical module is enriched with an essential bibliography, facilitating further exploration and enhancing understanding of presented concepts.Comprising a total of 20 units distributed across four thematic sections, the AI4Gov learning path is designed to foster a comprehensive understanding of AI's role in governance, aligning with the objectives of the AI4Gov project to educate individuals on the management, usage, and governance of AI in the public sector. The AI4Gov master program equips students with the knowledge, capacities, and skills to manage and operationalise AI technology in public services, addressing issues such as practical implementation, users' centricity, ethics, regulations, public policy, co-creation, impact on society, and overarching governance. By integrating elements from the AI4Gov master, this learning path ensures that learners not only grasp the foundations and state of the art of AI technologies but also understand the full cycle of a public tech-based project: from design and development to delivery and evaluation of AI-related public services and projects, thus contributing to the enhancement of European society through innovative and value-driven public services.Introductory learning materialsLecture03 May 2026AI4GOV - Module A. AI in Public Administration: Mastering the governance “of, with and by AI" | Introductory Master Class This introductory session dives into the core concepts of AI and its potential to revolutionise public services. You'll explore how AI can drive digital transformation, the steps involved in developing AI-powered services, challenging you to shift... Lecture21 October 2024AI4GOV - Module A. AI in Public Administration: The new Geopolitics of AI: Challenges and opportunities - Master Class This Master Class delves into the evolving global landscape of AI, examining the challenges and opportunities it presents. You'll gain insights into the geopolitical implications of AI development and how it might impact international relations. Lecture21 October 2024AI4GOV - Module B. AI and Ethics: AI and Ethics - Master Class In this AI4GOV Masterclass on AI and Ethics Philip Brey discusses AI ethics, its implications, and the need for ethical frameworks, guidelines, and multi-stakeholder strategies in AI development and deployment. Lecture27 July 2024AI4GOV - Module B. AI and Ethics: Regulation of Data This lecture is part of the Module B of the AI4GOV Master . In the Module, students will handle the legal and ethical aspects of AI in relation to public services through theory and practice. Every professional in touch with AI systems, from... Lecture27 July 2024AI4GOV - Module B. AI and Ethics: Trustworthy AI This lecture is part of the Module B of the AI4GOV Master . In the Module, students will handle the legal and ethical aspects of AI in relation to public services through theory and practice. Every professional in touch with AI systems, from... Presentation10 September 2024AI4GOV - Module C. Basic concepts and techniques in AI in public services - A generalised process for AI deployment in PA & Basic Concepts and Techniques in AI This unit is divided in two sub-units and it's part of the Module C of the AI4GOV Master. In this module you will get an overview of the different types of techniques that are being used for the development and deployment of AI-based services (in the... Lecture27 July 2024AI4GOV - Module C. Basic concepts and techniques in AI in public services - Data and metadata and Knowledge: a cornerstone for AI based systems This Masterclass is part of the Module C of the AI4GOV Master. You will get an overview of the different types of techniques that are being used for the development and deployment of AI-based services (in the public sector and in industry). You will... Lecture27 July 2024AI4GOV - Module C. Basic concepts and techniques in AI in public services – Ontologies This lecture is part of the Module C of the AI4GOV Master. In this module, students will get an overview of the different types of techniques that are being used for the development and deployment of AI-based services (in the public sector and in... See more materialsSee less materialsAdvanced learning materialsLecture27 July 2024AI4GOV - Module C. Basic concepts and techniques in AI in public services - Rule-based systems This presentation is part of the Module C of the AI4GOV Master. In this module, students will get an overview of the different types of techniques that are being used for the development and deployment of AI-based services (in the public sector and... Lecture30 July 2024AI4GOV - Module C. Basic concepts and techniques in AI in public services - Linear regression This presentation is part of the Module C of the AI4GOV Master. In this module, students will get an overview of the different types of techniques that are being used for the development and deployment of AI-based services (in the public sector and... Lecture30 July 2024AI4GOV - Module C. Basic concepts and techniques in AI in public services - Unsupervised learning. Clustering This presentation is part of the Module C of the AI4GOV Master. In this module, students will get an overview of the different types of techniques that are being used for the development and deployment of AI-based services (in the public sector and... Lecture30 July 2024AI4GOV - Module C. Basic concepts and techniques in AI in public services - Supervised classification This presentation is part of the Module C of the AI4GOV Master. In this module, students will get an overview of the different types of techniques that are being used for the development and deployment of AI-based services (in the public sector and... Lecture01 August 2024AI4GOV - Module C. Basic concepts and techniques in AI in the context of public services: Neural networks - Presentation This presentation is part of the Module C of the AI4GOV Master. The Module provides an overview of the different types of techniques that are being used for the development and deployment of AI-based services (in the public sector and in industry)... Lecture01 August 2024AI4GOV - Module C. Basic concepts and techniques in AI in the context of public services: Natural Language Processing - Presentation This presentation is part of the Module C of the AI4GOV Master. The Module provides an overview of the different types of techniques that are being used for the development and deployment of AI-based services (in the public sector and in industry)... Lecture06 August 2024AI4GOV - Module D. Human-Centric approach for AI-powered Public Services: Design in AI4GOV: From the approach to the Toolkit This course is part of the Module D of the AI4GOV Master. This module will introduce the world of Service Design through theory and practice. Students will be provided with basic knowledge about what design and service design are, as well as some... Lecture06 August 2024AI4GOV - Module D. Human-Centric approach for AI-powered Public Services: Context analysis: engaging users for meaningful AI adoption This course is part of the Module D of the AI4GOV Master. This module will introduce the world of Service Design through theory and practice. Students will be provided with basic knowledge about what design and service design are, as well as some... Lecture06 August 2024AI4GOV - Module D. Human-Centric approach for AI-powered Public Services: Envisioning solutions: using creativity to feed innovation This course is part of the Module D of the AI4GOV Master. This module will introduce the world of Service Design through theory and practice. Students will be provided with basic knowledge about what design and service design are, as well as some... Lecture06 August 2024AI4GOV - Module D. Human-Centric approach for AI-powered Public Services: Idea development: developing AI solutions with a socio-technical lens This course is part of the Module D of the AI4GOV Master. This module will introduce the world of Service Design through theory and practice. Students will be provided with basic knowledge about what design and service design are, as well as some... Lecture06 August 2024AI4GOV - Module D. Human-Centric approach for AI-powered Public Services: Prototyping and testing: ensuring AI is human-centric This course is part of the Module D of the AI4GOV Master. This module will introduce the world of Service Design through theory and practice. Students will be provided with basic knowledge about what design and service design are, as well as some... Lecture06 August 2024AI4GOV - Module D. Human-Centric approach for AI-powered Public Services: Transforming organisations: leveraging a cultural change for AI This course is part of the Module D of the AI4GOV Master. This module will introduce the world of Service Design through theory and practice. Students will be provided with basic knowledge about what design and service design are, as well as some... See more materialsSee less materialsLearning path DetailsDigital skill levelIntermediateAdvancedDigital technology / specialisationArtificial IntelligenceLog in to comment
Lecture03 May 2026AI4GOV - Module A. AI in Public Administration: Mastering the governance “of, with and by AI" | Introductory Master Class This introductory session dives into the core concepts of AI and its potential to revolutionise public services. You'll explore how AI can drive digital transformation, the steps involved in developing AI-powered services, challenging you to shift...
Lecture21 October 2024AI4GOV - Module A. AI in Public Administration: The new Geopolitics of AI: Challenges and opportunities - Master Class This Master Class delves into the evolving global landscape of AI, examining the challenges and opportunities it presents. You'll gain insights into the geopolitical implications of AI development and how it might impact international relations.
Lecture21 October 2024AI4GOV - Module B. AI and Ethics: AI and Ethics - Master Class In this AI4GOV Masterclass on AI and Ethics Philip Brey discusses AI ethics, its implications, and the need for ethical frameworks, guidelines, and multi-stakeholder strategies in AI development and deployment.
Lecture27 July 2024AI4GOV - Module B. AI and Ethics: Regulation of Data This lecture is part of the Module B of the AI4GOV Master . In the Module, students will handle the legal and ethical aspects of AI in relation to public services through theory and practice. Every professional in touch with AI systems, from...
Lecture27 July 2024AI4GOV - Module B. AI and Ethics: Trustworthy AI This lecture is part of the Module B of the AI4GOV Master . In the Module, students will handle the legal and ethical aspects of AI in relation to public services through theory and practice. Every professional in touch with AI systems, from...
Presentation10 September 2024AI4GOV - Module C. Basic concepts and techniques in AI in public services - A generalised process for AI deployment in PA & Basic Concepts and Techniques in AI This unit is divided in two sub-units and it's part of the Module C of the AI4GOV Master. In this module you will get an overview of the different types of techniques that are being used for the development and deployment of AI-based services (in the...
Lecture27 July 2024AI4GOV - Module C. Basic concepts and techniques in AI in public services - Data and metadata and Knowledge: a cornerstone for AI based systems This Masterclass is part of the Module C of the AI4GOV Master. You will get an overview of the different types of techniques that are being used for the development and deployment of AI-based services (in the public sector and in industry). You will...
Lecture27 July 2024AI4GOV - Module C. Basic concepts and techniques in AI in public services – Ontologies This lecture is part of the Module C of the AI4GOV Master. In this module, students will get an overview of the different types of techniques that are being used for the development and deployment of AI-based services (in the public sector and in...
Lecture27 July 2024AI4GOV - Module C. Basic concepts and techniques in AI in public services - Rule-based systems This presentation is part of the Module C of the AI4GOV Master. In this module, students will get an overview of the different types of techniques that are being used for the development and deployment of AI-based services (in the public sector and...
Lecture30 July 2024AI4GOV - Module C. Basic concepts and techniques in AI in public services - Linear regression This presentation is part of the Module C of the AI4GOV Master. In this module, students will get an overview of the different types of techniques that are being used for the development and deployment of AI-based services (in the public sector and...
Lecture30 July 2024AI4GOV - Module C. Basic concepts and techniques in AI in public services - Unsupervised learning. Clustering This presentation is part of the Module C of the AI4GOV Master. In this module, students will get an overview of the different types of techniques that are being used for the development and deployment of AI-based services (in the public sector and...
Lecture30 July 2024AI4GOV - Module C. Basic concepts and techniques in AI in public services - Supervised classification This presentation is part of the Module C of the AI4GOV Master. In this module, students will get an overview of the different types of techniques that are being used for the development and deployment of AI-based services (in the public sector and...
Lecture01 August 2024AI4GOV - Module C. Basic concepts and techniques in AI in the context of public services: Neural networks - Presentation This presentation is part of the Module C of the AI4GOV Master. The Module provides an overview of the different types of techniques that are being used for the development and deployment of AI-based services (in the public sector and in industry)...
Lecture01 August 2024AI4GOV - Module C. Basic concepts and techniques in AI in the context of public services: Natural Language Processing - Presentation This presentation is part of the Module C of the AI4GOV Master. The Module provides an overview of the different types of techniques that are being used for the development and deployment of AI-based services (in the public sector and in industry)...
Lecture06 August 2024AI4GOV - Module D. Human-Centric approach for AI-powered Public Services: Design in AI4GOV: From the approach to the Toolkit This course is part of the Module D of the AI4GOV Master. This module will introduce the world of Service Design through theory and practice. Students will be provided with basic knowledge about what design and service design are, as well as some...
Lecture06 August 2024AI4GOV - Module D. Human-Centric approach for AI-powered Public Services: Context analysis: engaging users for meaningful AI adoption This course is part of the Module D of the AI4GOV Master. This module will introduce the world of Service Design through theory and practice. Students will be provided with basic knowledge about what design and service design are, as well as some...
Lecture06 August 2024AI4GOV - Module D. Human-Centric approach for AI-powered Public Services: Envisioning solutions: using creativity to feed innovation This course is part of the Module D of the AI4GOV Master. This module will introduce the world of Service Design through theory and practice. Students will be provided with basic knowledge about what design and service design are, as well as some...
Lecture06 August 2024AI4GOV - Module D. Human-Centric approach for AI-powered Public Services: Idea development: developing AI solutions with a socio-technical lens This course is part of the Module D of the AI4GOV Master. This module will introduce the world of Service Design through theory and practice. Students will be provided with basic knowledge about what design and service design are, as well as some...
Lecture06 August 2024AI4GOV - Module D. Human-Centric approach for AI-powered Public Services: Prototyping and testing: ensuring AI is human-centric This course is part of the Module D of the AI4GOV Master. This module will introduce the world of Service Design through theory and practice. Students will be provided with basic knowledge about what design and service design are, as well as some...
Lecture06 August 2024AI4GOV - Module D. Human-Centric approach for AI-powered Public Services: Transforming organisations: leveraging a cultural change for AI This course is part of the Module D of the AI4GOV Master. This module will introduce the world of Service Design through theory and practice. Students will be provided with basic knowledge about what design and service design are, as well as some...
