Deep learning is a specialized subset of machine learning that uses artificial neural networks with multiple layers to model complex patterns in data. These deep neural networks are designed to automatically learn hierarchical features, making them especially effective for tasks involving large and unstructured datasets.
Deep learning is widely applied in areas such as computer vision, natural language processing, speech recognition, and autonomous systems. Technologies like facial recognition, language translation, voice assistants, and self-driving cars rely heavily on deep learning models.
Beyond technical performance, deep learning has significantly advanced the capabilities of artificial intelligence. Its ability to process vast amounts of data and achieve high accuracy has driven major breakthroughs across science, industry, and everyday digital services.