Please read the review article to understand clearly about deep learning as well as its applications in the real world. You could also download PDF from the link below.
Deep learning is a subset of machine learning in artificial intelligence (AI) that has networks capable of learning unsupervised from data that is unstructured or unlabeled. It allows computational models that are composed of multiple processing layers to learn representations of data with multiple levels of abstraction.