Deep learning is a subset of machine learning that focuses on neural networks with multiple layers (deep neural networks). Unlike traditional machine learning methods, which rely on manual feature extraction, deep learning models automatically learn hierarchical patterns in data. This makes them highly effective in tasks such as image recognition, natural language processing, and autonomous systems.
Deep learning is inspired by the human brain’s neural structure, where artificial neurons process information in layers. These networks are trained using massive datasets and high-performance computing resources to achieve state-of-the-art results in various domains. With the rise of big data and powerful GPUs, deep learning has become one of the most influential technologies in artificial intelligence.