Neural networks are fundamental to AI development from "summary" of Architects of Intelligence by Martin Ford
Neural networks are the foundation of artificial intelligence today. They are a technology that enables machines to learn from data and improve over time. This ability to learn and adapt is what sets neural networks apart from traditional computer programs. Rather than being explicitly programmed to perform a certain task, a neural network is trained on data and learns to make predictions or decisions on its own. Neural networks are modeled after the human brain, with layers of interconnected nodes that process information. These nodes are organized into input, hidden, and output layers, each with its own set of weights that determine how information is processed. When data is input into the network, it is passed through these layers, with each layer performing a different set of calculations to make sense of the data. One of the key advantages of neural networks is their ability to generalize from the data they are trained on. This means that even when presented with ne...
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