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Delta Lake: The Definitive Guide
Modern Data Lakehouse Architectures with Data Lakes
Taschenbuch von Denny Lee (u. a.)
Sprache: Englisch

73,95 €*

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Lieferzeit 2-3 Werktage ab Escheinungsdatum. Dieses Produkt erscheint am 10.12.2024

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Beschreibung

Ready to simplify the process of building data lakehouses and data pipelines at scale? In this practical guide, learn how Delta Lake is helping data engineers, data scientists, and data analysts overcome key data reliability challenges with modern data engineering and management techniques.

Authors Denny Lee, Tristen Wentling, Scott Haines, and Prashanth Babu (with contributions from Delta Lake maintainer R. Tyler Croy) share expert insights on all things Delta Lake--including how to run batch and streaming jobs concurrently and accelerate the usability of your data. You'll also uncover how ACID transactions bring reliability to data lakehouses at scale.

This book helps you:

  • • Understand key data reliability challenges and how Delta Lake solves them • Explain the critical role of Delta transaction logs as a single source of truth • Learn the Delta Lake ecosystem with technologies like Apache Flink, Kafka, and Trino • Architect data lakehouses with the medallion architecture • Optimize Delta Lake performance with features like deletion vectors and liquid clustering

Ready to simplify the process of building data lakehouses and data pipelines at scale? In this practical guide, learn how Delta Lake is helping data engineers, data scientists, and data analysts overcome key data reliability challenges with modern data engineering and management techniques.

Authors Denny Lee, Tristen Wentling, Scott Haines, and Prashanth Babu (with contributions from Delta Lake maintainer R. Tyler Croy) share expert insights on all things Delta Lake--including how to run batch and streaming jobs concurrently and accelerate the usability of your data. You'll also uncover how ACID transactions bring reliability to data lakehouses at scale.

This book helps you:

  • • Understand key data reliability challenges and how Delta Lake solves them • Explain the critical role of Delta transaction logs as a single source of truth • Learn the Delta Lake ecosystem with technologies like Apache Flink, Kafka, and Trino • Architect data lakehouses with the medallion architecture • Optimize Delta Lake performance with features like deletion vectors and liquid clustering
Über den Autor
Denny Lee is a Staff Developer Advocate at Databricks. He is a hands-on distributed systems and data sciences engineer with extensive experience developing internet-scale infrastructure, data platforms, and predictive analytics systems for both on-premise and cloud environments. He also has a Masters of Biomedical Informatics from Oregon Health and Sciences University and has architected and implemented powerful data solutions for enterprise Healthcare customers. His current technical focuses include Distributed Systems, Apache Spark, Deep Learning, Machine Learning, and Genomics.
Details
Erscheinungsjahr: 2024
Genre: Informatik
Rubrik: Naturwissenschaften & Technik
Medium: Taschenbuch
ISBN-13: 9781098151942
ISBN-10: 1098151941
Sprache: Englisch
Einband: Kartoniert / Broschiert
Autor: Lee, Denny
Wentling, Tristen
Haines, Scott
Babu, Prashanth
Hersteller: O'Reilly Media
Maße: 233 x 178 x 20 mm
Von/Mit: Denny Lee (u. a.)
Erscheinungsdatum: 10.12.2024
Gewicht: 0,608 kg
Artikel-ID: 129092673
Über den Autor
Denny Lee is a Staff Developer Advocate at Databricks. He is a hands-on distributed systems and data sciences engineer with extensive experience developing internet-scale infrastructure, data platforms, and predictive analytics systems for both on-premise and cloud environments. He also has a Masters of Biomedical Informatics from Oregon Health and Sciences University and has architected and implemented powerful data solutions for enterprise Healthcare customers. His current technical focuses include Distributed Systems, Apache Spark, Deep Learning, Machine Learning, and Genomics.
Details
Erscheinungsjahr: 2024
Genre: Informatik
Rubrik: Naturwissenschaften & Technik
Medium: Taschenbuch
ISBN-13: 9781098151942
ISBN-10: 1098151941
Sprache: Englisch
Einband: Kartoniert / Broschiert
Autor: Lee, Denny
Wentling, Tristen
Haines, Scott
Babu, Prashanth
Hersteller: O'Reilly Media
Maße: 233 x 178 x 20 mm
Von/Mit: Denny Lee (u. a.)
Erscheinungsdatum: 10.12.2024
Gewicht: 0,608 kg
Artikel-ID: 129092673
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