Workshop Overview

This intensive two-day workshop is designed for developers, data scientists, and AI enthusiasts who want to delve deep into the world of Large Language Models (LLMs) and their applications in system design. Participants will start with simple applications and progress to more advanced topics such as Retrieval-Augmented Generation (RAG) and fine-tuning models. Through hands-on sessions, you will gain practical experience and insights into best practices for implementing LLMs in various projects.

What You Will Learn

• Introduction to Large Language Models and their capabilities
• Building simple applications with LLMs
• Understanding and implementing Retrieval-Augmented Generation (RAG)
• Fine-tuning LLMs for specific tasks and applications
• Best practices for deploying and scaling LLM-based systems
• Real-world use cases and project-based learning

Tools and Technology

• Python and its libraries
• Machine Learning frameworks and tools
• Data processing and analysis tools
• Cloud platforms for deployment
• Version control systems
• Integrated development environments