Back to Basic: Between Neural Network and Deep Neural Network
Neural networks (NNs) tend to be for simpler tasks, limited computing resources, or when interpretability is critical. Deep neural networks (DNNs) excel at performing complex tasks, leveraging large datasets, achieving state-of-the-art performance, and learning hierarchical representations of data.