If you go with one of the more new-user-friendly distros that includes a graphical frontend with administration tools, you shouldn't have to spend much time with the command line. If you ever have to resort to it to fix a slippery problem (the kind that under Windows would have everyone telling you to reinstall), you'll almost certainly be copy-and-pasting commands from somewhere else. You certainly don't have to worry about memorizing 150 different commands—I'm not sure I know that many, and I've been using a command-line-oriented Linux distro as my primary OS for almost twenty years!
If your goal is to run Linux, do some normal desktop stuff, and try some games, you will do no programming.
There's a good chance you won't need the command line either (at first, anyway).
Linux is a very deep lake, but you don't need to buy scuba gear and learn underwater welding if you're just looking to spend a sunny day at the beach.
Pop!_OS is a great place to start. I suggest just getting the ISO and having a go. If you need help, start by reading the official guide:
https://support.system76.com/articles/install-pop/
I always suggest starting with the official documentation. If you ask people on forums, it's hard to tell who is a beach-goer, and who spends their days in scuba gear salvaging sunken ships.
Programming
All things programming and coding related. Subcommunity of Technology.
This community's icon was made by Aaron Schneider, under the CC-BY-NC-SA 4.0 license.