The amazing potential and opportunity of Generative AI has also brought ethical concerns. How can you address these concerns effectively as you deploy tools and products powered by generative AI? In this course, expert Vilas Dhar equips designers and decision makers to better understand and act on the emerging ethical risks and considerations of generative artificial intelligence. Get a solid introduction to the ethical concerns around generative AI, then learn how to use a framework of ethical analysis to address these concerns. Plus, explore ways you can prepare your organization to address ethics in AI across all stakeholders from technology to C-Suite leaders.

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Generative AI Foundations

During this 8-hour deep dive, you will be introduced to the key techniques, services, and trends that will help you understand foundation models from the ground up. This means breaking down theory, mathematics, and abstract concepts combined with hands-on exercises to gain functional intuition for practical application. Throughout the course, we focus on a wide spectrum of progressively complex generative AI techniques, giving you a strong base to understand, design, and apply your own models for the best performance. We’ll start with recapping foundation models, understanding where they come from, how they work, how they relate to generative AI, and what you can to do customize them. You’ll then learn about picking the right foundation model to suit your use case.
Medium (a few days)
Online
Generative AI
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SDG 09: Industry, Innovation & Infrastructure
UN Global Pulse
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UN Global Pulse Accelerator Programme

The UN Global Pulse Accelerator is the United Nations’ programme for turning promising innovative solutions into real-world impact at scale. Selected teams can expect an intensive, hands-on experience designed to turn high-potential ideas into real-world results. Through an expert-led workshop, cross-agency collaboration, and tailored technical support, teams will build concrete, realistic strategies to scale their solutions The Accelerator welcomes UN-led teams with piloted solutions through an annual call for applications, with a thematic focus that evolves each cycle to reflect emerging priorities across the UN system.
Long (a few weeks)
Hybrid
Innovation Scaling
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UNICEF
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UN 2.0 Learning Path | The Quintet of Change

This learning path begins with an introduction to UN 2.0, followed by an exploration of the five cross-cutting competence areas—known as the Quintet of Change. You'll start by building a solid foundation with LinkedIn courses that showcase how these competencies are applied in today’s business world. Next, dive deeper into each area with advanced sub-learning paths. These include high-level LinkedIn courses from which you can understand how you can build that cross-cutting competence into your work area. This is accompanied by key UN materials, essential policies, strategies, and tools. Finally, the journey concludes with a curated collection of UNICEF’s most valuable learning resources.
Short (a few hours)
Online
Blockchain
Innovation in General (incl. HCD)
Data Innovation
Digital Transformation
Behavioural Science
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ITU
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Building the digital economy: Pathways in Healthcare and Government

The first focus of this course is on the application, practice and development opportunities of AI in the healthcare industry, with a particular focus on the needs and realities of developing countries. It covers core AI technologies and their healthcare applications, practical paths for implementing AI healthcare projects in developing countries, and global trends and regional opportunities. Unique benefits include case studies tailored to developing regions, actionable implementation strategies, and insights into leveraging global resources for local development.
Short (a few hours)
Online
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