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Mathematics
Mathematical foundations underlying AI and machine learning.
90 dictionary entries in this topic
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Key Mathematics concepts
A measure of a model's ability to distinguish between positive and negative classes
auxiliary lossAn additional loss function used to train a machine learning model
BackpropagationThe process that tells a neural network which internal settings caused an error and how to adjust them, working backwards through layers.
bag of wordsA representation of text as a collection of individual words, ignoring grammar and word order
Bayesian neural networkA type of neural network that uses Bayesian inference to make predictions
Bayesian optimizationA method for finding the best parameters for a machine learning model
bidirectional language modelA type of artificial intelligence language model that can understand and generate text in both directions, from input to output and vice versa
broadcastingA method of sending data to all devices on a network