AI Campus • Practical resources
Start with a complete walkthrough, compare tools before you commit, and find official opportunity sources. These resources turn a useful idea into a concrete next step.
Beginner · 45–90 minutes
Find supporting passages in your own notes, with file and line citations. Learn the retrieval stage used inside larger AI assistants.
No API fees or extra packages. Uses Python and a local text file.
Open full walkthrough →Beginner · 60–90 minutes
Score saved answers against required and forbidden phrases, then use the exit code to catch regressions before publishing a prompt change.
No model calls, accounts, API fees, or additional Python packages.
Open full walkthrough →Intermediate · 60–120 minutes after model setup
Connect a Python terminal chat to an installed Ollama model, preserve recent turns in memory, and handle local-server errors clearly.
No paid API is required for a downloaded local model. Your hardware, storage, electricity, and initial model download still have costs.
Open full walkthrough →Separate free software, local models and paid cloud features using official sources.
Compare student tools →Go directly to program owners and check the current eligibility, dates and application process.
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