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Data Engineering with dbt

You're reading from   Data Engineering with dbt A practical guide to building a cloud-based, pragmatic, and dependable data platform with SQL

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Product type Paperback
Published in Jun 2023
Publisher Packt
ISBN-13 9781803246284
Length 578 pages
Edition 1st Edition
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Author (1):
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Roberto Zagni Roberto Zagni
Author Profile Icon Roberto Zagni
Roberto Zagni
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Table of Contents (21) Chapters Close

Preface 1. Part 1: The Foundations of Data Engineering
2. Chapter 1: The Basics of SQL to Transform Data FREE CHAPTER 3. Chapter 2: Setting Up Your dbt Cloud Development Environment 4. Chapter 3: Data Modeling for Data Engineering 5. Chapter 4: Analytics Engineering as the New Core of Data Engineering 6. Chapter 5: Transforming Data with dbt 7. Part 2: Agile Data Engineering with dbt
8. Chapter 6: Writing Maintainable Code 9. Chapter 7: Working with Dimensional Data 10. Chapter 8: Delivering Consistency in Your Data 11. Chapter 9: Delivering Reliability in Your Data 12. Chapter 10: Agile Development 13. Chapter 11: Team Collaboration 14. Part 3: Hands-On Best Practices for Simple, Future-Proof Data Platforms
15. Chapter 12: Deployment, Execution, and Documentation Automation 16. Chapter 13: Moving Beyond the Basics 17. Chapter 14: Enhancing Software Quality 18. Chapter 15: Patterns for Frequent Use Cases 19. Index 20. Other Books You May Enjoy

Further reading

In this chapter, we have introduced many modeling styles and architectures.

The following books are good starting points to learn more about those subjects.

Data modeling:

  • A set of books providing a library of universal data models:

Len Silverston, The Data Model Resource Book.

John Wiley & Sons Inc, 2001, ISBN 978-0471380238

Kimball data model:

  • The self-declared definitive guide from the creator itself:

Ralph Kimball & Margy Ross, The Data Warehouse Toolkit.

Wiley, 2013, ISBN 978-1118530801

Inmon design style:

  • The foundational book from the father of data warehousing:

W. H. Inmon, Building the Data Warehouse.

Wiley, 2005, ISBN 978-0764599446

Unified Star Schema:

  • The book that introduced the USS. It is also a good source of information about model issues such as fan and chasm traps. The first part is an updated vision of the Inmon style, from Bill Inmon himself:

Bill Inmon &amp...

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