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)