While a neural network with a single layer can still make approximate predictions, additional hidden layers can help to optimize and refine for accuracy.ĭeep learning drives many artificial intelligence (AI) applications and services that improve automation, performing analytical and physical tasks without human intervention. These neural networks attempt to simulate the behavior of the human brain-albeit far from matching its ability-allowing it to “learn” from large amounts of data. What is deep learning?ĭeep learning is a subset of machine learning, which is essentially a neural network with three or more layers. Deep learning attempts to mimic the human brain-albeit far from matching its ability-enabling systems to cluster data and make predictions with incredible accuracy.
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