learning algorithms
Machine education procedures
Learning algorithms are computational procedures that improve their performance through experience—they identify patterns in data and adjust their behavior accordingly.
Central to machine learning and artificial intelligence, they power everything from spam filters to recommendation systems: The learning algorithm figured out which emails were junk.
Unlike traditional programs with fixed rules, learning algorithms develop their own rules from examples.
- clusteringForming concentrated groups
- classificationSystematic grouping by traits
- regressionReturn to former state
- backpropagationReverse gradient computation method
- transformersVoltage-altering electrical devices
black box · decision trees · training data · AlphaGo · natural language processing · computer vision · multi-agent systems · overfitting · neural networks · hypothesis testing
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