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Training Workshop: AI & Large Language Models

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What to expect

Master the fundamentals of large language models and their applications in scientific research at this comprehensive full-day workshop, running from 9:30am to 5:00pm. Designed specifically for postgraduate students and research staff at the University of Cambridge, this intensive training session will equip you with practical knowledge and hands-on skills to confidently integrate LLMs into your research workflow.

What You'll Learn

The workshop takes you on a structured journey through the LLM landscape, starting with foundational concepts and progressing to advanced implementation techniques:

LLM Fundamentals: Gain a solid understanding of how large language models work under the hood, including their architecture, training processes, and capabilities. This foundation is essential for making informed decisions about when and how to use these powerful tools in your research.

Prompting Strategies: Learn effective techniques for communicating with LLMs to get reliable, useful outputs. Master the art of prompt engineering to maximize the quality and relevance of model responses for scientific applications.

Retrieval-Augmented Generation (RAG): Discover how to enhance LLM outputs by grounding them in your specific research data and domain knowledge. RAG techniques allow you to combine the reasoning capabilities of LLMs with your own datasets and literature.

Fine-tuning Methods: Explore the approaches used to customize and adapt LLMs for specialized research tasks. Understand when fine-tuning is appropriate and what methods are available to researchers.

Responsible AI Use: Address critical considerations around ethics, bias, reproducibility, and responsible deployment of LLMs in scientific contexts. Learn best practices for transparent and accountable use of these technologies in research.

Model Landscape Review: Navigate the ecosystem of available LLM options, comparing open-source and commercial models, understanding their respective strengths and limitations, and making informed choices for your research needs.

Who Should Attend

This workshop is open to all postgraduate students and research staff across disciplines. Whether you're just beginning to explore AI tools or looking to deepen your understanding of LLMs specifically, the course provides valuable knowledge for researchers at various experience levels.

Event Details

Lunch and refreshments are provided throughout the day, with dedica

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