A Linux distribution (distro) is a curated combination: Linux kernel, init system, C library (usually glibc or musl), package manager, default services, and often a desktop environment. Distros differ by release model (rolling vs fixed), default packaging format, security updates, and target audience.
Families you will hear about
Choosing a distro
Beginners often start with Ubuntu LTS or Linux Mint for hardware support and documentation. If you want production-parity skills for enterprise Linux, practice on Fedora or an Alma/Rocky VM. For learning fundamentals, any mainstream distro with bash and coreutils is enough — concepts of users, packages, and services transfer.