It's part of the learning curve. I had a few falls like that when I first started riding; one was quite serious. As you gain skill and confidence, these falls will become a thing of the past.
Well . . . not entirely in the past. In fact, I fell just a couple months ago, trying out some new tires on wet grass. Yes, a fall is embarrassing, but at least you can be proud of your scars.