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Helping choosing the right linux
(sh.itjust.works)
From Wikipedia, the free encyclopedia
Linux is a family of open source Unix-like operating systems based on the Linux kernel, an operating system kernel first released on September 17, 1991 by Linus Torvalds. Linux is typically packaged in a Linux distribution (or distro for short).
Distributions include the Linux kernel and supporting system software and libraries, many of which are provided by the GNU Project. Many Linux distributions use the word "Linux" in their name, but the Free Software Foundation uses the name GNU/Linux to emphasize the importance of GNU software, causing some controversy.
Community icon by Alpár-Etele Méder, licensed under CC BY 3.0
You said arch is not for beginners, OP is asking for a distro to learn. I asked why atomic is not for beginners, not for someone to learn. Op also didn't say what she wants to learn about linux. Maybe she is no software dev and doesn't want to learn how to package software. But even then, distrobox is only a few clicks away. Learning how to tweak the system before learning about firewall and other stuff is beyond beginner level in my opinion.
They said they want to "learn Linux". Immutable distros are not how Linux runs in its native form, but a utilitarian way of running it for a specific purpose. You must understand the thing before you speak on the thing.