Real-world data rarely arrives in one tidy format, and a script that breaks the moment something's off isn't one you can trust. In this module, you'll build scripts that pull structured values out of multiple file formats, catch malformed input before it causes damage, and recover gracefully when something still goes wrong.

Every webpage is really just structured text waiting to be read by a program instead of a person. In this module, you'll learn to read that structure, find the exact piece of data you need inside it, and pull it out automatically instead of copying and pasting by hand.

Finding one piece of data on one page is only half the job. In this module, you'll pull out exactly the values you need from parsed HTML, and then scale that same extraction across every page of a multi-page site instead of stopping at page one.

Websites aren't just something to read, they're something you can drive. In this module, you'll use Selenium to fill out forms, drag elements around a page, and wait for dynamic content to load, all without touching a mouse or keyboard yourself.

You don't have to build everything from scratch to work with real-world data. In this module, you'll request data from live APIs, parse the JSON they send back, authenticate with an API key, and connect two APIs together so the output of one feeds directly into the next.

You've built real, working automations across files, data, the web, browsers, and APIs. This module points you toward what to explore next and how to keep building on what you've learned.