Deep Learning is a subset of AI which mimics human brain. Scientist in 1950-60’s wanted to train or make machine learn how we human being learnt. That is where they came up with multilayered neural networks which could be trained easily with the help of optimization algorithms.
Here is a video which I have created to help you understand why deep learning has become so much popular.Happy Learning!!