Main Delta Lake: Up and Running: Modern Data Lakehouse Architectures with Delta Lake
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Delta Lake: Up and Running: Modern Data Lakehouse Architectures with Delta Lake

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With the surge in big data and AI, organizations can rapidly create data products. However, the effectiveness of their analytics and machine learning models depends on the data's quality. Delta Lake's open source format offers a robust lakehouse framework over platforms like Amazon S3, ADLS, and GCS. This practical book shows data engineers, data scientists, and data analysts how to get Delta Lake and its features up and running. The ultimate goal of building data pipelines and applications is to gain insights from data. You'll understand how your storage solution choice determines the robustness and performance of the data pipeline, from raw data to insights. You'll learn how to: • Use modern data management and data engineering techniques • Understand how ACID transactions bring reliability to data lakes at scale • Run streaming and batch jobs against your data lake concurrently • Execute update, delete, and merge commands against your data lake • Use time travel to roll back and examine previous data versions • Build a streaming data quality pipeline following the medallion architecture
Request Code : ZLIBIO4143796
Categories:
Year:
2023
Edition:
1
Publisher:
O'Reilly Media
Language:
English
Pages:
264
ISBN 10:
1098139720
ISBN 13:
9781098139728
ISBN:
1098139720,9781098139728

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