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Start with a problem. Build the architecture. Test your decisions and document what you learned.

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Data analyticsIntermediate

Campus fundraiser analytics

Build an Athena analysis of sample fundraiser orders, apply a correction, and verify repeatable reporting.

  • Amazon S3
  • Amazon Athena
  • AWS Glue

Each guide includes its architecture, prerequisites, verification steps and cleanup. Review the cost section before creating resources in your AWS account.

Continue with AWS

Official AWS tutorials

Explore additional projects and service walkthroughs published by AWS. These links open on the AWS website.

Browse AWS tutorials (opens in a new tab)
  • Web hosting

    Publish a static website

    Connect a repository to Amplify Hosting, publish a site and see how a new commit triggers deployment.

    Uses Amplify Hosting. Follow the tutorial’s cleanup steps and review hosting charges.

    Open AWS tutorial
  • Compute and operations

    Connect with Session Manager

    Prepare instance permissions, network access and SSM Agent so you can administer an EC2 instance through a managed session.

    Use a currently supported operating system. The earlier managed-node tutorial still selects Amazon Linux 2.

    Open AWS tutorial Earlier managed-node tutorial (opens in a new tab)
  • Relational databases

    Create and connect to PostgreSQL

    Create an RDS PostgreSQL database, connect from an EC2 client and understand the network path between them.

    Review instance sizes, access rules and database cleanup before creating resources.

    Open AWS tutorial
  • Application development

    Build an authenticated web application

    Work through a React application with Amplify, user sign-up, a Lambda authentication trigger and stored user data.

    The current modules use Amplify and Cognito. You will need Node.js, Git and local development tools.

    Open AWS tutorial
  • Full-stack projects

    Build a full-stack React notes app

    Combine a React interface with authentication, application data and file storage using AWS Amplify.

    Allow time to configure local tools and the Amplify sandbox before working through the application.

    Open AWS tutorial
  • Generative AI projects

    Explore a generative AI recipe app

    Explore how an authenticated Amplify application connects to Amazon Bedrock to generate recipes from ingredients.

    Check current model availability, Region, invocation format and inference costs before using the sample.

    Open AWS tutorial

Review each tutorial’s prerequisites, current service availability, pricing and cleanup steps. References reviewed 23 September 2026.