I'm a newbie also and a visual learner as well. First, I suggest you take a class. It honestly made a HUGE difference for me. Once you have the basics down, you can learn more easily from a book or video. Then, I suggest the videos on the Missouri Star Quilt Company website. Those are great! Very easy to follow.
Finally, I would recommend a book I just recently bought gently used here in the classified section. It is wonderful.
Quilter's Complete Guide by Fons and Porter