Deep Learning: What Is It? Why Is This An Increasing Trend In Machine Learning?

Deep learning is a subfield of machine learning that is inspired by the structure and function of the brain. It involves training artificial neural networks on a large dataset, allowing the network to learn and make intelligent decisions on its own. Deep learning algorithms have been used for a variety of tasks, such as image and speech recognition, natural language processing, and playing games.