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This workshop aims to delve into the real-world applications of Large Language Models (LLMs), targeting both technical and business professionals. The agenda includes a balanced mix of hands-on coding and brainstorming sessions to apply LLMs in addressing modern business challenges. Participants will start with a comprehensive introduction to LLMs, understand a real business case, and then move into developing a web application using LLMs. Subsequent sessions focus on performance and cost analysis, optimizing solutions, and exploring various applications. By the end, attendees will gain practical skills and strategies for using LLMs efficiently in diverse scenarios.

Objectives

  • Share knowledge on practical development aspactes and cost analysis methods
  • Share strategic insights to apply LLMs effectively in various business contexts

Agenda

09:00 – 09:30 Introduction to LLMs and their applications in mid 2024
09:30 – 09:45 Introduction to a consulting business case
09:45 – 10:30 Hands-on: developing a solution for the business case
10:30 – 11:00 Break
11:00 – 11:15 Performance and cost analysis
11:15 – 11:45 Brainstorming #1: improving efficiency of the solution
11:45 – 12:15 Brainstorming #2: designing solutions for other domains
12:15 – 12:30 Conclusion

Organizers