Programme

WEB SESSION

24/25 Oct 2024

LLM Principles and Case Studies for Insurance

Thursday, 24 October 2024

Friday, 25 October 2024

09:00 - 10:30 How to use it?
- Main concept and customization principles
- Data (including data type, preparation, vectorization, storage)
- Prompting (prompt engineering and best practices)
- RAG, chaining, and agent
10:30 - 11:00 Break
11:00 - 12:30 How to use it?
- PEFT (low rank adaptation and quantization discussion)
- Full Fine-tuning (supervised fine tuning and reinforcement learning)
- Ecosystem (annotation, vector store, orchestration, fine tuning, cloud, governance)
- Implementation process
12:30 - 13:30 Break
13:30 - 14:30 Case study 2
- Causal graph with LLM for claims management
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All the above times are given in CEST (Central European Summer Time).

Seminar Details

Programme

Fees & Registration

CPD Credits