Keras
Don't bother with TensorFlow directly unless you like inflicting pain on yourself or really know what you're doing. Keras is a much more expressive API over it and a couple of other common ML frameworks. You'll have a far more pleasant experience as a newbie, as you'll only have to learn the deep learning concepts and not the quirks of the library.