This tutorial guides users through building their own free YouTube video downloader app using Python libraries like youtube-dl and FFmpeg. The process involves installing the necessary libraries, configuring them for Windows or OSX, and creating two commands - one to download audio only and another to download videos. The final app allows users to conveniently download YouTube content without relying on sketchy websites with numerous ads.