What is deep learning?

Deep learning is a branch of machine learning that uses neural networks with many layers to learn patterns directly from large amounts of raw data. The extra layers let the model build up understanding from simple features to complex ones, so it can handle tasks like image recognition or translation without hand-crafted rules. It underpins most recent AI breakthroughs, though it needs substantial data and computing power.