In this session you will discover how to create, and fine-tune prompts for a diverse range of AI models on AWS, leveraging fundamental principles of prompt engineering. Whether you're a seasoned AI enthusiast or just stepping into the realm of artificial intelligence, this session promises to equip you with fundamental concepts and practical techniques to enhance your prompt engineering skills. What you will learn: Foundation models and large language models; Key concepts of prompt engineering; Basic prompt techniques; Zero-shot prompting; Few-shot prompting; Chain-of-thought prompting.

In this talk, I will explore prompt engineering, a key part of gen AI systems. We will discuss how to create effective prompts, how these methods have evolved, and what are the new finding from the recent research. The main focus will be on text-based prompting techniques such as Few-shot Prompting, Chain of Thought (CoT), and various reasoning and decomposition methods.