The Managing Innovation training aims to support innovation activities within organizations, particularly small and medium-sized enterprises. This course is promoted in partnership with ISO, the International Organization for Standardization.

This annual Innovation Fellowship builds the innovation skills and competencies of people from both within and outside the UNHCR community, making innovation understandable, accessible, and applicable to our everyday work.

By taking this course, you'll learn to: - Deeply understand generative AI, describing the key steps in a typical LLM-based generative AI lifecycle, from data gathering and model selection, to performance evaluation and deployment - Describe in detail the transformer architecture that powers LLMs, how they’re trained, and how fine-tuning enables LLMs to be adapted to a variety of specific use cases - Use empirical scaling laws to optimize the model's objective function across dataset size, compute budget, and inference requirements - Apply state-of-the art training, tuning, inference, tools, and deployment methods to maximize the performance of models within the specific constraints of your project - Discuss the challenges and opportunities that generative AI creates for businesses after hearing stories from industry researchers and practitioners

This instructor-led training course, Strategic Foresight 201, is all about helping acceleration centres understand how to plan for the future in a digital world. It focuses on trends in research readiness and is based on the Playbook for Strategic Foresight by the ITU/BDT Innovation and Entrepreneurship Alliance for Digital Development. Equipped with hypothetical case studies, this course is designed to speed up the change to digital technology, encourage new ideas, and support national growth goals.