The term "deep learning" refers to a subset of machine learning that utilizes artificial neural networks with multiple layers (deep neural networks) to analyze and model complex data. This approach allows systems to automatically learn features from large data sets, making it particularly effective in tasks like image and speech recognition and natural language processing. Deep learning relies heavily on vast amounts of labeled data and substantial computational power, drawing inspiration from the way the human brain processes information.