Understanding Deep Learning is easy if you have a concept of Machine Learning. Having a good knowledge of Linear Algebra, Calculus, Probability, Programming Language, Statistics is an added advantage. We have prepared a list of books that you can refer to as understanding Deep Learning. This list covers core Deep Learning Books and those relevant to complement your field of expertise.
Check all top deep learning books: https://hackr.io/blog/deep-learning-books