Event 7

Event 7 :: AI/ML/GenAI on AWS

Event Details

  • Date: Saturday, November 15, 2025
  • Time: 8:30 AM – 12:00 PM
  • Location: 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

Event Photos

New Services AWS AI/ML new services

Agent Core Services Bedrock Agent Core Services architecture

RAG Architecture Retrieval-Augmented Generation implementation

Pipecat Introduction Pipecat framework introduction

Pipecat Demo Pipecat hands-on demonstration

Key Takeaways

  • Comprehensive understanding of AWS AI/ML services ecosystem
  • Hands-on experience with Amazon SageMaker for ML workflows
  • Practical knowledge of Generative AI with Amazon Bedrock
  • RAG architecture and implementation patterns
  • Prompt engineering techniques and best practices
  • Building AI agents with multi-step workflows