Delta Lake: Up and Running: Modern Data Lakehouse Architectures with Delta Lake, 1st Edition eBook

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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

This is a digital product.

Delta Lake: Up and Running: Modern Data Lakehouse Architectures with Delta Lake 1st Edition is written by Bennie Haelen; Dan Davis and published by O’Reilly Media. The Digital and eTextbook ISBNs for Delta Lake: Up and Running are 9781098139681, 1098139682 and the print ISBNs are 9781098139728, 1098139720. Additional ISBNs for this eTextbook include 9781098139698.