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From first API call to a feature you can ship: prompting, structured output, tool calling, streaming, and cost control.

Learn the App Router the way it actually works: routing and layouts, the server/client boundary, caching, and server actions.

A practical on-ramp to data work in Python: the language basics you need, pandas, plotting, and reproducible workflows.

Go past annotations. Structural typing, narrowing, generics, and the type-level tools that make invalid states impossible.

Containerise an application, run it on Kubernetes, ship it through a pipeline, and operate it once it is live.

SQL you will actually write, schemas that hold up, indexes that get used, and the operational basics behind them.