MLlib is Apache Spark’s scalable machine learning library.
At a high level, it provides tools such as: ML Algorithms: common learning algorithms such as classification, regression, clustering, and collaborative filtering. Featurization: feature extraction, transformation, dimensionality reduction, and selection.
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