Deep Learning: Concepts, Trends, and Applications
Fundamental topics such as neural networks, training processes, activation functions, and optimization algorithms are detailed. It contrasts traditional machine learning with deep learning and describes advancements enabled by multilayer perceptrons and gradient-based optimization methods.