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Big Data Engineering for Machine Learning

Issue link: https://www.qubole.com/resources/i/1273010

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White Paper TABLE OF CONTENTS INTRODUCTION............................................................................................................................................... ENGINES FOR BUILDING MACHINE LEARNING (ML) DATA PIPELINES.................... EXPLORING YOUR DATA............................................................................................................................... BUILDING ROBUST DATA PIPELINES......................................................................................................... Pipelines for batch processing................................................................................................................. Pipelines for streaming data.................................................................................................................... ORCHESTRATING DATA PIPELINES............................................................................................................ DELIVERING DATA SETS................................................................................................................................ TAKEAWAYS....................................................................................................................................................... 3 4 6 7 7 7 9 10 11 2

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