Deep Learning is a subset of Machine Learning. It has neural networks that can perform unsupervised learning from unstructured data. They learn through representation learning, and it could be unsupervised, supervised, or semi-supervised.
In simple words, deep learning is a technique of machine learning that teaches computer systems to do activities which humans can do naturally. An example of deep learning is uncrewed cars and how they can recognize stop signs on the road.