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Training Workshop: AI & Large Language Models

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About this event

What to expect

Whether you're exploring how AI can accelerate your scientific research or looking to integrate large language models into your workflow, this intensive one-day workshop at the University of Cambridge provides a comprehensive introduction to LLMs and their practical applications in research contexts.

What You'll Learn

This hands-on workshop covers the full spectrum of working with large language models in scientific research:

  • Fundamentals of LLMs: Understand how large language models work under the hood, giving you the foundation to use them effectively
  • Effective Prompting Techniques: Learn proven approaches to crafting prompts that generate accurate, relevant outputs for your research needs
  • Retrieval-Augmented Generation (RAG): Discover how to enhance LLM capabilities by connecting them to your own knowledge bases and research materials
  • Fine-tuning Methods: Explore techniques for adapting pre-trained models to your specific domain or research questions
  • Responsible AI Use: Address critical considerations around ethics, bias, and responsible deployment of AI in academic research
  • Model Landscape: Navigate the ecosystem of available LLMs, understanding the strengths, limitations, and trade-offs of different options for researchers

Who Should Attend

This workshop is designed for postgraduate students and research staff across all disciplines who want to leverage AI and LLMs in their work. No prior experience with machine learning is required — the course is structured to build your confidence from the ground up, enabling you to take practical first steps in applying LLMs to your own research.

Event Format

The full-day programme runs from 09:30 to 17:00, combining theoretical foundations with practical insights. Lunch is provided, and breaks offer valuable networking opportunities to connect with fellow researchers exploring similar AI applications across different fields at Cambridge.

By the end of this workshop, you'll have a clear understanding of how to evaluate, select, and implement LLM-based solutions in your research pipeline, along with the knowledge to use these powerful tools responsibly and effectively.

Register for this workshop through the University of Cambridge training portal.

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