Learn the chording, which is foundational to theory. Get used to intervals, 1st and 3rd, 1st and 5th, et cet. This will key your mind to know which note to play based on how it sounds. Play along with the radio or songs you like and experiment with playing with what they play and eventually, you will make up your own stuff to play along with. Playing by ear and improvisation are tightly connected.