Summary: the basic local environment to learn Data Engineering and Data Science without overspending: Laptop (Thinkpad X220 or similar class), 16GB RAM and 120GB SSD, Windows 10, OS language set as English (United States) language, WSL (Windows Subsystem for Linux) enabled, Python