Check out How to draw icons illustrator by JR. Here is an excerpt:
Say you want to try an icon that looks something like this
They first thing to realize is that this is just a series of geometric shapes – circles and lines.
So we can start by simply drawing a circle
Cut it in half with scissors by clicking on the dots
Round the caps (Window > Stroke)
The full article is available here.