Join us for an immersive workshop on AI/ML/GenAI on AWS. Learn about Amazon SageMaker for end-to-end ML platform, and explore Generative AI with Amazon Bedrock including Foundation Models (Claude, Llama, Titan), Prompt Engineering, RAG architecture, and Bedrock Agents.
Agenda:
8:30 – 9:00 AM | Welcome & Introduction
•Participant registration and networking
•Workshop overview and learning objectives
•Ice-breaker activity
•Overview of the AI/ML landscape in Vietnam
9:00 – 10:30 AM | AWS AI/ML Services Overview
•Amazon SageMaker – End-to-end ML platform
•Data preparation and labeling
•Model training, tuning, and deployment
•Integrated MLOps capabilities
•Live Demo: SageMaker Studio walkthrough
10:30 – 10:45 AM | Coffee Break
10:45 AM – 12:00 PM | Generative AI with Amazon Bedrock
•Foundation Models: Claude, Llama, Titan – comparison & selection
•Prompt Engineering techniques
•Chain-of-Thought reasoning
•Few-shot learning
•Retrieval-Augmented Generation (RAG)
•RAG Architecture & Knowledge Base integration
•Bedrock Agents: Multi-step workflows
•Tool integrations
•Guardrails: Safety and content filtering
•Live Demo: Building a Generative AI chatbot
12:00 PM | Lunch Break
