Deep Learning

Deep Learning is a machine learning method that mimics the structure and function of the human brain's neural networks. It aims to automatically extract high-level abstract features from data through multiple layers of nonlinear transformations, to achieve recognition and understanding of complex patterns. The core objective is to construct deep neural network models capable of autonomous learning and optimization, thereby achieving or even surpassing human-level performance in areas such as image recognition, speech processing, and natural language processing. The application value of Deep Learning lies in its powerful data-driven capability, effectively addressing high-dimensional and nonlinear problems that traditional algorithms struggle to handle, thus driving the rapid development of artificial intelligence technology.