Deep learning is a subfield of machine learning that is inspired by the structure and function of the human brain. It involves training artificial neural networks to perform complex tasks such as image and speech recognition, natural language processing, and decision-making. Deep learning algorithms can be used in a variety of applications, including computer vision, robotics, and healthcare. This technology has the advantage of being able to automatically learn and extract features from large amounts of data without manual feature engineering.