Cloud Foundations
Start with cloud concepts, services, and the habits that make a first project feel approachable.
Starter idea: Turn a class, club, or personal need into a small cloud-backed tool.
Pick the kind of problem you want to solve. Each LC3 path connects you to the library, events, and project board already in the club. Start where you are, then make the next step visible.
Start with cloud concepts, services, and the habits that make a first project feel approachable.
Starter idea: Turn a class, club, or personal need into a small cloud-backed tool.
Learn how to think about access, risk, and responsible design while you build.
Starter idea: Start with a small tool that makes a process safer, clearer, or easier to audit.
Use data to answer useful questions and communicate what the evidence says.
Starter idea: Explore a dataset that helps a campus group, club, or community make a decision.
Explore how data, models, and evaluation can support a focused real-world idea.
Starter idea: Prototype a small classifier, recommender, or workflow that solves a specific problem.
Move from an idea to a useful app or automation without waiting for a giant codebase.
Starter idea: Automate a repetitive task or design a simple app for a group you know.
Learn to use AI productively, thoughtfully, and as part of a complete workflow.
Starter idea: Build a helpful AI-assisted workflow with clear human review and a useful outcome.
A path is not a checklist you must finish alone. Use it to choose a resource, attend a relevant event, try a project idea, and share what happened. The work becomes more valuable when you can explain it to another person.