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**

Join us for a comprehensive full-day workshop on DevOps on AWS. Master CI/CD pipelines with CodeCommit, CodeBuild, CodeDeploy, and CodePipeline. Learn Infrastructure as Code with CloudFormation and AWS CDK. Explore container services and implement monitoring & observability. **Morning Session** **8:30 – 9:00 AM | Welcome & DevOps Mindset** • Recap of AI/ML session • DevOps culture and philosophy • Key metrics: DORA, MTTR, deployment frequency **9:00 – 10:30 AM | AWS DevOps Services – CI/CD Pipeline** • AWS CodeCommit and Git strategies • AWS CodeBuild for continuous integration • AWS CodeDeploy deployment strategies • Blue/Green deployments • Canary deployments • Rolling deployments • AWS CodePipeline automation • Live Demo: Full CI/CD pipeline walkthrough **10:30 – 10:45 AM | Break** **10:45 AM – 12:00 PM | Infrastructure as Code (IaC)** • AWS CloudFormation templates • Stacks and stack sets • Drift detection • AWS CDK constructs and patterns • Live Demo: Deploying with CloudFormation • Live Demo: Deploying with CDK • IaC tool selection and best practices **12:00 – 1:00 PM | Lunch Break** **Afternoon Session** **1:00 – 2:30 PM | Container Services** • Docker fundamentals • Amazon ECR (Elastic Container Registry) • Amazon ECS deployment and scaling • Amazon EKS deployment and scaling • AWS App Runner for simplified deployments • Demo: Microservices deployment comparison • Case Study: Real-world container architectures **2:30 – 2:45 PM | Break** **2:45 – 4:00 PM | Monitoring & Observability** • CloudWatch metrics and custom metrics • CloudWatch logs and log insights • CloudWatch alarms and notifications • CloudWatch dashboards • AWS X-Ray distributed tracing • Live Demo: Full-stack observability setup • Alerting best practices • On-call processes and incident response **4:00 – 4:45 PM | DevOps Best Practices & Case Studies** • Deployment strategies: Feature flags • Deployment strategies: A/B testing • Automated testing and quality gates • Incident management and postmortems • Startup DevOps transformation case study • Enterprise DevOps transformation case study **4:45 – 5:00 PM | Q&A & Wrap-up** • DevOps career paths • AWS certification roadmap

Join us for a comprehensive full-day workshop on Security on AWS. Master identity and access management, network security, data protection, and security monitoring. Learn compliance frameworks and incident response strategies. **Morning Session** **8:30 – 9:00 AM | Welcome & Security Landscape** • Recap of previous sessions • Shared Responsibility Model • Emerging cloud threats and local context in Vietnam **9:00 – 10:30 AM | Identity & Access Management (IAM)** • IAM structure: Users, Roles, and Policies • Permission boundaries, SCPs, and IAM Identity Center • MFA, rotation, and audit best practices • Demo: Policy creation and validation **10:30 – 10:45 AM | Coffee Break** **10:45 AM – 12:00 PM | Network Security** • VPC design best practices, subnet isolation • Security Groups vs NACLs • AWS WAF, Shield, and Network Firewall overview • Exercise: Design a secure VPC architecture **12:00 – 1:00 PM | Lunch Break** **Afternoon Session** **1:00 – 2:30 PM | Data Protection & Encryption** • AWS KMS: Key policies, rotation, envelope encryption • Encryption in Practice: S3, EBS, RDS, DynamoDB • Secrets Management: Secrets Manager, Certificate Manager • Demo: Implementing encryption at scale **2:30 – 2:45 PM | Break** **2:45 – 4:00 PM | Security Monitoring & Incident Response** • Security Hub, GuardDuty, Config, CloudTrail, Detective • Threat detection, compliance tracking, audit logging • Incident response lifecycle • Demo: Security operations dashboard **4:00 – 4:30 PM | Compliance & Governance** • Global standards: GDPR, HIPAA, PCI-DSS, SOC 2, ISO 27001 • AWS Control Tower, Organizations, and governance best practices • Case Study: Multi-account enterprise security model **4:30 – 4:50 PM | AWS Well-Architected Security Pillar** • Identity, Detection, Infrastructure, Data, and Response • Security automation and DevSecOps integration • Zero Trust Architecture and cost optimization **4:50 – 5:00 PM | Closing Remarks** • Key takeaways from the AWS Cloud Mastery Series • Future learning opportunities and certification roadmap

Join us for an exciting 24-hour hackathon where you'll build innovative solutions using AWS services. Compete for amazing prizes including AWS credits, swag, and recognition! **Event Format:** **Day 1 - December 5** **8:00 – 9:00 AM | Registration & Team Formation** • Check-in and breakfast • Team formation (3-5 members) • Project idea pitching **9:00 – 9:30 AM | Opening Ceremony** • Welcome address • Challenge themes announcement • Rules and judging criteria • AWS credits distribution **9:30 AM – 12:00 PM | Hacking Begins** • Project development • Mentor support available • AWS technical workshops **12:00 – 1:00 PM | Lunch Break** **1:00 PM – 6:00 PM | Development Sprint** • Continued project work • Mini-challenges with prizes • Networking sessions **6:00 – 7:00 PM | Dinner Break** **7:00 PM – 12:00 AM | Night Development** • Late-night coding • Energy drinks and snacks • Mentor office hours **Day 2 - December 6** **12:00 – 6:00 AM | Overnight Hacking** • 24/7 venue access • Quiet zones available **6:00 – 8:00 AM | Final Sprint & Breakfast** **8:00 AM | Submissions Close** **8:30 – 10:30 AM | Project Presentations** • 5-minute pitch per team • Live demos • Q&A with judges **10:30 AM – 12:00 PM | Judging & Awards Ceremony** • Judges deliberation • Winners announcement • Prize distribution • Closing remarks

Deep dive into serverless computing with AWS Lambda, API Gateway, and DynamoDB. Build scalable, cost-effective applications without managing servers. **Workshop Agenda:** **3:00 – 3:15 PM | Introduction to Serverless** • What is serverless computing? • Benefits and use cases • AWS serverless services overview • Cost optimization strategies **3:15 – 4:15 PM | AWS Lambda Deep Dive** • Lambda function basics • Runtime environments (Node.js, Python, Java) • Event sources and triggers • Memory and timeout configuration • Environment variables and layers • Live Demo: Building your first Lambda function **4:15 – 4:30 PM | Break** **4:30 – 5:15 PM | API Gateway & Integration** • RESTful API design • API Gateway features • Request/response mapping • Authorization strategies (IAM, Cognito, Custom) • CORS configuration • Live Demo: Building a serverless API **5:15 – 6:00 PM | DynamoDB & Hands-on Project** • NoSQL database concepts • DynamoDB tables and indexes • Partition keys and sort keys • Read/write capacity modes • Hands-on: Build a complete serverless CRUD application • Best practices and patterns • Q&A session

Comprehensive preparation course for AWS Certified Solutions Architect – Associate (SAA-C03). Master all exam domains with practice tests and real-world scenarios. **Full-Day Certification Bootcamp:** **9:00 – 9:30 AM | Introduction & Exam Overview** • Certification benefits and career impact • Exam format and structure • Study strategies and resources • Registration process **9:30 – 10:45 AM | Domain 1: Design Secure Architectures** • IAM users, groups, roles, and policies • Multi-factor authentication (MFA) • Security groups and NACLs • KMS encryption and key management • Practice questions **10:45 – 11:00 AM | Break** **11:00 AM – 12:15 PM | Domain 2: Design Resilient Architectures** • High availability and fault tolerance • Auto Scaling and Load Balancing • Multi-AZ and multi-region strategies • Disaster recovery patterns • Practice questions **12:15 – 1:15 PM | Lunch Break** **1:15 – 2:30 PM | Domain 3: Design High-Performing Architectures** • Compute services (EC2, Lambda, ECS) • Storage solutions (S3, EBS, EFS) • Database selection (RDS, DynamoDB, Aurora) • Caching strategies (CloudFront, ElastiCache) • Practice questions **2:30 – 2:45 PM | Break** **2:45 – 4:00 PM | Domain 4: Design Cost-Optimized Architectures** • Cost management tools • EC2 pricing models • S3 storage classes • RDS cost optimization • Practice questions **4:00 – 5:30 PM | Full Practice Exam** • 65-question practice test • Timed simulation • Answer review and explanations **5:30 – 6:00 PM | Exam Tips & Next Steps** • Test-taking strategies • Scheduling your exam • Additional study resources • Q&A session

Explore AWS AI/ML services and learn how to build intelligent applications with pre-trained models and custom ML solutions. **Seminar Agenda:** **1:00 – 1:15 PM | Welcome & AI/ML Landscape** • AI vs ML vs Deep Learning • AWS AI/ML services overview • Real-world use cases **1:15 – 1:45 PM | Computer Vision with Amazon Rekognition** • Image and video analysis • Facial recognition and detection • Object and scene detection • Content moderation • Live Demo: Building a photo tagging application **1:45 – 2:15 PM | Natural Language Processing** • Amazon Comprehend for text analysis • Sentiment analysis • Entity recognition • Language detection • Amazon Translate for real-time translation • Live Demo: Sentiment analysis dashboard **2:15 – 2:30 PM | Break** **2:30 – 3:00 PM | Custom ML with Amazon SageMaker** • Building custom ML models • SageMaker Studio overview • Model training and deployment • Integration patterns • Case Study: Customer churn prediction **3:00 – 3:30 PM | AI Services Showcase** • Amazon Polly (Text-to-Speech) • Amazon Transcribe (Speech-to-Text) • Amazon Forecast (Time series forecasting) • Amazon Personalize (Recommendation engine) • Demo Gallery: Multiple service integrations **3:30 – 3:45 PM | Building Your First AI App** • Architecture best practices • Cost considerations • Getting started resources • Q&A session

Learn container orchestration with AWS ECS and EKS. Deploy and manage containerized applications at scale with hands-on labs. **Workshop Agenda:** **2:00 – 2:20 PM | Container Fundamentals** • What are containers? • Docker basics and architecture • Containers vs Virtual Machines • Microservices architecture **2:20 – 3:00 PM | Docker Deep Dive** • Dockerfile best practices • Building and optimizing images • Multi-stage builds • Amazon ECR (Elastic Container Registry) • Hands-on: Containerizing a web application **3:00 – 3:15 PM | Break** **3:15 – 4:00 PM | Amazon ECS (Elastic Container Service)** • ECS clusters and task definitions • Fargate vs EC2 launch types • Service auto-scaling • Load balancer integration • Live Demo: Deploying a containerized app on ECS **4:00 – 4:45 PM | Amazon EKS (Elastic Kubernetes Service)** • Kubernetes concepts (Pods, Services, Deployments) • EKS cluster setup • kubectl basics • Helm charts • Live Demo: Deploying to EKS **4:45 – 5:00 PM | Container Best Practices** • Security considerations • Monitoring and logging • CI/CD for containers • Cost optimization • ECS vs EKS: When to use what • Q&A session

Live demonstration of AWS security features and best practices. Learn how to secure your AWS infrastructure with hands-on demos. **Demo Session Agenda:** **4:00 – 4:15 PM | Security Foundation** • AWS Shared Responsibility Model • Security design principles • Compliance frameworks • Security pillars overview **4:15 – 4:35 PM | IAM (Identity and Access Management)** • Live Demo: Creating users and groups • Live Demo: Writing IAM policies • Live Demo: Setting up MFA • Live Demo: Using IAM roles • Least privilege principle • IAM Access Analyzer **4:35 – 4:55 PM | Network Security** • Live Demo: Configuring Security Groups • Live Demo: Network ACLs setup • Live Demo: VPC flow logs • Live Demo: AWS WAF rules • DDoS protection with Shield **4:55 – 5:15 PM | Data Protection & Encryption** • Live Demo: KMS key management • Live Demo: S3 bucket encryption • Live Demo: RDS encryption at rest • Live Demo: SSL/TLS certificates with ACM • Secrets Manager for credentials **5:15 – 5:30 PM | Monitoring & Compliance** • Live Demo: CloudTrail logging • Live Demo: GuardDuty threat detection • Live Demo: Security Hub dashboard • Live Demo: Config compliance rules • Incident response workflow • Q&A session

Create full-stack serverless web applications using AWS Amplify. Build a complete app with authentication, API, and database in hours, not weeks. **Workshop Agenda:** **10:00 – 10:20 AM | Introduction to AWS Amplify** • What is AWS Amplify? • Amplify vs traditional development • Amplify Studio overview • Supported frameworks (React, Vue, Angular, Next.js) **10:20 – 11:00 AM | Authentication with Cognito** • Amplify CLI setup • Hands-on: Adding authentication • User sign-up and sign-in flows • Social identity providers • Multi-factor authentication • User management **11:00 – 11:15 AM | Break** **11:15 AM – 12:00 PM | GraphQL API with AppSync** • GraphQL basics • Hands-on: Creating data models • Hands-on: Generating CRUD operations • Real-time subscriptions • Authorization rules • Testing with AppSync console **12:00 – 12:45 PM | Storage & Hosting** • File storage with S3 • Image uploads and management • Hands-on: Hosting your app • CI/CD with Git integration • Custom domains and SSL **12:45 – 1:00 PM | Advanced Features & Deployment** • Push notifications • Analytics integration • Environment management • Best practices and tips • Project showcase • Q&A session