Ubuntu is a free computer system, like Windows or macOS, but it’s built by a community. It’s great for programmers because it’s very flexible and has lots of tools already built-in that help you code.

A Python project demonstrating data cleaning techniques in Pandas, including handling duplicates, removing unwanted characters, dealing with missing values, and preparing datasets for analysis.