Deep learning is a subset of a larger family of machine learning techniques based on representation learning and artificial neural networks. Its goal is to improve the AI process of teaching robots to learn new things. Deep learning relies on powerful computers and a significant amount of data to train enormous neural networks. Deep learning became the subject of a fad. Deep learning and sophisticated artificial intelligence are used by many firms to solve issues and improve their products and services. Deep learning, on the other hand, has been overhyped for far too long. Meanwhile, misleading tales about artificial intelligence and deep learning were widely circulated in the media. They were written by persons who lacked a thorough knowledge of how technology works.
Source: https://www.analyticsinsight.net/is-deep-learning-a-real-big-thing-or-is-it-overhyped-among-users/
