Deep learning is a type of artificial intelligence that uses layered neural networks to learn from large amounts of data. It allows computers to automatically recognize patterns and make decisions without being explicitly programmed. This technology is widely used in applications like image recognition, speech processing, and language translation, making it a key driver of many modern AI advancements.