![]() Mostly inspired by the scikit-learn project.ĭataFrame: This ML API uses DataFrame from Spark SQL as an MLĭataset, which can hold a variety of data types.Į.g., a DataFrame could have different columns storing text, feature vectors, true labels, and predictions. This section covers the key concepts introduced by the Pipelines API, where the pipeline concept is MLlib standardizes APIs for machine learning algorithms to make it easier to combine multipleĪlgorithms into a single pipeline, or workflow.
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