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Unlocking dbt
Dustin Dorsey, Cameron Cyr (Broschiert, Englisch)
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Beschreibung
Master the art of data transformation with the second edition of this trusted guide to dbt.
Building on the foundation of the first edition, this updated volume offers a deeper, more comprehensive exploration of dbt’s capabilities—whether you're new to the tool or looking to sharpen your skills. It dives into the latest features and techniques, equipping you with the tools to create scalable,… maintainable, and production-ready data transformation pipelines.
Unlocking dbt, Second Edition introduces key advancements, including the semantic layer, which allows you to define and manage metrics at scale, and dbt Mesh, empowering organizations to orchestrate decentralized data workflows with confidence. You’ll also explore more advanced testing capabilities, expanded CI/CD and deployment strategies, and enhancements in documentation—such as the newly introduced dbt Catalog.
As in the first edition, you’ll learn how to harness dbt’s power to transform raw data into actionable insights, while incorporating software engineering best practices like code reusability, version control, and automated testing. From configuring projects with the dbt Platform or open source dbt to mastering advanced transformations using SQL and Jinja, this book provides everything you need to tackle real-world challenges effectively.
What You Will Learn
Understand dbt and its role in the modern data stack
Set up projects using both the cloud-hosted dbt Platform and open source project
Connect dbt projects to cloud data warehouses
Build scalable models in SQL and Python
Configure development, testing, and production environments
Capture reusable logic with Jinja macros
Incorporate version control with your data transformation code
Seamlessly connect your projects using dbt Mesh
Build and manage a semantic layer using dbt
Deploy dbt using CI/CD best practices
Who This Book Is For
Current and aspiring data professionals, including architects, developers, analysts, engineers, data scientists, and consultants who are beginning the journey of using dbt as part of their data pipeline’s transformation layer. Readers should have a foundational knowledge of writing basic SQL statements, development best practices, and working with data in an analytical context such as a data warehouse. 48,14 €
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Technische Daten
Erscheinungsdatum
02.10.2025
Sprache
Englisch
EAN
9798868818431
Herausgeber
APRESS
Sonderedition
Nein
Autor
Dustin Dorsey, Cameron Cyr
Seitenanzahl
474
Auflage
2
Einbandart
Broschiert
Buch Untertitel
Design and Deploy Transformations in Your Cloud Data Warehouse
Schlagwörter
dbt, Data Pipelines, Data Transformation, ETL/ELT, SQL, Data Warehouse, Cloud Computing, dbt Cloud, dbt Core, Data Mesh, Semantic Layer, CI/CD, Jinja Macros, dbt Catalog, Production-ready pipelines, Modular SQL, Data transformation, Modern data stack, Data modeling, Open source data tools
Thema-Inhalt
UN - Datenbanken
UTC - Cloud Computing
KJQ - Wirtschaftsmathematik und -informatik, IT-Management
UM - Computerprogrammierung und Softwareentwicklung
Höhe
254 mm
Breite
17.8 cm
Hersteller: Springer Nature Customer Service Center GmbH, ProductSafety@springernature.com
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