Deep learning is a subfield of machine learning based on artificial neural networks with many layers.
These deep networks are capable of learning complex patterns from large amounts of data.
During training, the models adjust their internal weights to improve predictions or classifications.
Deep learning is widely used in applications such as image recognition, speech processing, and autonomous systems.
A key advantage is that the system can automatically learn relevant features directly from the data.