Rule 1 of using Julia on Linux (for most distros): Do not install Julia from the package manager but use the generic binaries from the website instead.
Apart from that, I would say that Julia is pretty distro-agnostic. My recommendation for a beginner would be Pop!_OS.
Have a look at this thread with lots of other recommendations: