Basics of Prompt Engineering

This course, titled Prompt Engineering — LLM Workshop , is designed as a comprehensive guide to "The Art & Science of Communicating with Large Language Models". It offers a deep dive into how prompt engineering shapes model behavior, moving from foundational concepts to advanced, research-backed techniques. The course description is structured around the following key modules: Foundations and Evolution What is Prompt Engineering? An introductory exploration of the field and its core principles. The Necessity of PE: A look at why prompt engineering is a critical skill for effectively working with modern AI. The Evolution of the Field: A timeline-based view of how prompting has transformed alongside the rapid advancement of LLMs. Advanced Techniques and Best Practices 2025 Best Practices: Stay current with industry standards sourced from leading AI research, including the arXiv Prompt Report (covering 58 distinct techniques) and official guidelines from Anthropic and OpenAI . Techniques at a Glance: A visual overview of key prompting strategies to help you choose the right approach for any task. Professional Resources: Access to a Prompt Engineering Cheat Sheet designed for quick reference in professional settings. Hands-On Interactive Learning Interactive Prompt Playground: Put theory into practice by designing AI personas and crafting system prompts. Cutting-Edge Technology: Experience real-time interactions with Claude Opus 4.6 on Databricks , allowing you to experiment with

• Module 1: Introduction