Deep Learning

Deep Learning is a subset of machine learning that employs neural networks with numerous layers (deep architectures) to analyze various forms of data. It mimics the human brain's neural networks to recognize patterns and make decisions, enhancing the ability to learn from vast amounts of structured and unstructured data. Deep Learning algorithms automatically extract features and representations from raw data, enabling advancements in fields such as computer vision, natural language processing, and speech recognition. This technique has significantly improved the accuracy of tasks like image and voice recognition by allowing models to learn intricate details and representations that were previously difficult for traditional algorithms to discern.