SkillDigital
perform dimensionality reduction
Reduce the number of variables or features for a dataset in machine learning algorithms through methods such as principal component analysis, matrix factorization, autoencoder methods, and others.
Alternative Names
data feature engineeringt-distributed stochastic neighbor embeddingdata feature extractiondata feature selectionmultidimensional scalingt-SNEKohonen self-organizing map
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perform dimensionality reduction is listed as an essential skill for 3 occupation(s).
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perform dimensionality reduction is a useful but optional skill for 1 occupation(s).
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