Neural networks serve as sophisticated models inspired by the human brain, designed to tackle intricate computational tasks. A neural network comprises layers of interconnected nodes or artificial neurons, encompassing an input layer, one or more hidden layers, and an output layer. Within this architecture, the hidden layer holds a pivotal role, concealing its internal processes from direct observation. This is the 1st Edition.