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Understanding Neural Networks

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8 min read

Understanding Neural Networks

Neural networks are the backbone of modern deep learning. Inspired by the human brain, they consist of layers of interconnected nodes that learn patterns from data.

A typical neural network has an input layer, one or more hidden layers, and an output layer. Each connection has a weight that adjusts during training via backpropagation.

From image recognition to natural language processing, neural networks have transformed what machines can do — and we are only at the beginning.

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