Learn with a direction

Choose a path. Build something useful.

Choose the skill you want to use, then build something that proves you can use it.

Beginner

Practical Coding

Small scripts. Useful tools. Strong foundations.

A command-line tool that reads a CSV, validates input, and exports a useful summary.

4–6 weeks · suggested paceExplore path
Intermediate

AI Applications

Understand the model. Build around it. Check the result.

A small document-search prototype with visible sources and a repeatable evaluation checklist.

6–8 weeks · suggested paceExplore path
Beginner to intermediate

IoT & ESP32

Connect code to the physical world.

An ESP32-CAM camera page on your local network, with a documented setup and troubleshooting notes.

4–6 weeks · suggested paceExplore path

Not sure which path fits?

Start with your goal and experience. Suggested timelines are practice plans, not completion guarantees.

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