Seminar : Prompt engineering: simple and advanced methods
Through theoretical lessons, case studies and practical workshops, you’ll learn how to formulate effective prompts, program prompts for specific applications and exploit the potential of prompt engineering in a variety of professional contexts.
This course is organized by HEC Liège Executive Education and the Digital Lab.
Program
- 09:00 ▶ 12:30 : LLM & Basic Prompting Method ▶ Recap : LLM fundamentals, hallucination, bias ▶ Prompt Engineering techniques ▶ Practice : writing an executive summary using a prompt.
- 13:30 ▶ 17:00: Case study: compliance ▶ Practice: detecting reporting obligations (regulatory documents) ▶ When a prompt fails ▶ Advanced Prompting/RAG methods ▶ Llama Index, case studies
Speakers
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Aswhin Ittoo
Professor of Information Systems // HEC Liège-ULiège
Prof. Dr. Ashwin Ittoo specializes in machine/deep learning, with a particular focus on language processing. Much of his work is/was with public and private organizations, including the European Commission, consulting and expertise companies, and those in the financial/insurance sector. He is a professor at HEC Liège, ULiège’s business school, and is a regular visiting professor at institutions in Japan, India, Vietnam and the Netherlands. His current research focuses on reducing the size of large language models, with a significant impact on reducing carbon footprints. He also provides AI compliance consulting services.