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Neural Networks: What are they and why do they matter?

Neural Networks: What are they and why do they matter?

Learn about the power of neural networks that cluster, classify and find patterns in massive volumes of raw data. These algorithms are behind AI bots, natural language processing, rare-event modeling, and other technologies.

A neural network learns by continuously adjusting its parameters - the weights and biases - to improve its prediction accuracy. These parameters are tweaked upward or downward based on how far the model’s predictions deviate from the actual results. The difference between the predicted output and the true value is measured using a loss function, which quantifies the error. To minimize this error, the model uses backpropagation, an algorithm that calculates the gradients (partial derivatives of t

A neural network learns by continuously adjusting its parameters - the weights

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