Deep Learning

Deep learning is a subset of machine learning, which is itself a branch of artificial intelligence (AI). It involves algorithms that are inspired by the structure and function of the brain, particularly neural networks. Deep learning models consist of multiple layers of processing units, which enable the system to learn complex patterns and representations from large amounts of data. These layers, often referred to as deep neural networks, can automatically detect features from raw data without the need for manual feature extraction. Deep learning is particularly effective in tasks such as image and speech recognition, natural language processing, and game playing, where vast datasets are available for training. Its capability to improve performance by leveraging more data and increasing model depth has led to significant advancements in various fields and applications of AI.