What are the differences between Linux distributions?

I've just started an Ubuntu Linux course, I installed a virtual machine and run it there. While i was
investigating a little more i found tons of Linux distributions and I start wondering about what if I chose the wrong distribution, or if I wanna change from one to other?. Do they have stuff in common?. What are they used for?.

I would really appreciate if someone clear out my doubts! Thanks :)