AWS Cloud Mastery Series #1
AI/ML/GenAI on AWS
📅 Saturday, November 15, 2025
🕣 8:30 AM – 12:00 PM
📍 AWS Vietnam Office
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 guide
Prompt Engineering: Techniques, Chain-of-Thought reasoning, Few-shot learning
Retrieval-Augmented Generation (RAG): Architecture & Knowledge Base integration
Bedrock Agents: Multi-step workflows and tool integrations
Guardrails: Safety and content filtering
Live Demo: Building a Generative AI chatbot using Bedrock
🕛 12:00 PM | Lunch Break (Self-arranged)