Deep Learning

Deep learning is a subfield of machine learning that utilizes multi-layered artificial neural networks to model and solve complex patterns in data. Inspired by the structure and function of the human brain, these deep architectures consist of an input layer, several hidden layers, and an output layer. By passing data through these successive layers, the model can automatically learn hierarchical representations, where lower layers identify simple features and higher layers combine them into more abstract concepts. It is the technology behind many modern AI breakthroughs, including image recognition, natural language processing, and autonomous driving.