Many "free" download sites bundle files with malware or trackers.

Diving into APIs, Web Scraping, and sending automated emails.

Python and its libraries (like Selenium or Pandas) update constantly. Third-party downloads often host 2021 or 2022 versions that contain broken code.

Introduces Object-Oriented Programming (OOP) and graphical interfaces.