Deep Learning

Deep learning powers many modern AI capabilities including image recognition, speech processing, natural-language models, and generative systems. These models learn representations from data through multiple layers of computation and typically require significant training data and computing resources. Understanding the concept helps practitioners choose training methods, evaluate model quality, and reduce errors when predictions are used in production systems.