Learning roadmap· 100% match
AI App Development
Ship a real AI app. From your first prompt to a tool-using agent with a budget cap.
5 stages~40 h
That leaves 5 stages, ~40 hours of focused work. You can clear it in any order, but the stages compound — try them top-to-bottom your first time.
- Conceptstokenscontext-windowtemperaturetop-pstreamingcost-per-tokenPractice quizzes
- LLM tokens and context
- temperature and sampling
CheckpointYou can predict (within an order of magnitude) how a prompt change will affect output and cost.
What you'll be able to do
- Wire up a Claude/GPT-class API into a working app.
- Design prompts that reliably produce structured output.
- Build a tool-using agent with a critic / evaluator loop.
- Ground answers in your own data with a vector store.
Or try a related path