Neural Networks

Neural Networks - AI

A neural network is a type of artificial intelligence model that is inspired by the structure and function of the human brain. It consists of a large number of interconnected processing units, called neurons, that work together to perform complex computations on input data.

Neural networks are used in a variety of applications, such as image and speech recognition, natural language processing, and predictive analytics. They are particularly good at recognizing patterns and relationships in data, which makes them useful for tasks that require classification or prediction.

Neural networks are typically trained using a large dataset of examples, with the goal of optimizing their performance on a specific task. During training, the weights and biases of the neurons are adjusted through a process called backpropagation, which allows the network to learn from its mistakes and improve its accuracy over time.