Apache Spark Integration and Platform Execution for ML - ML 073
Adventures in Machine Learning
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Spark ML vs Spark RDD?
Spark's default operation mode is if it can be distributed. It knows where each part of the data exists on each executor, it knows which rows are where. But there's not enough justification for the effort required to implement that in a high-level API.
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