These days, a variety of technologies are driving the expansion of every IT business. We’ve all heard about the widespread application of machine learning, though. However, a subset of it known as “Deep Learning” is also transforming several other industries. Natural language processing and computer vision are the two major applications of deep learning. Its success may be attributed to the four main pillars, which this essay shall discuss.