Developing Generative AI Applications on AWS

Text summarization, question answering, chatbots, and code generation Demonstration: Various

Integrating AWS and LangChain Optimizing LLM performance and constructing prompts

Introduction, inference methods, data protection, and auditability Demonstration: Zero-shot text

Overview of application components, RAG, and model fine-tuning Securing generative

Basics and advanced techniques Model-specific prompt techniques and bias mitigation

Introduction, architecture, and use cases Demonstration: Setting up Bedrock access

Fundamentals, context, and steps Risk management and mitigation strategies

Overview of ML and basics of generative AI Generative AI