I agree, learn some theory, learn about keys and then start some improv.
The way I have seen teachers say to get people to start improving is to start with just like three notes and make a song with them, just play them once and then start playing anything that comes to your head using those notes, then just expand on that.
Learn scales and stuff cause that is gonna be thee basis of most of what your gonna want to do probably.