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Data Modeling with Snowflake

You're reading from   Data Modeling with Snowflake A practical guide to accelerating Snowflake development using universal data modeling techniques

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Product type Paperback
Published in May 2023
Publisher Packt
ISBN-13 9781837634453
Length 324 pages
Edition 1st Edition
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Author (1):
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Serge Gershkovich Serge Gershkovich
Author Profile Icon Serge Gershkovich
Serge Gershkovich
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Table of Contents (24) Chapters Close

Preface 1. Part 1: Core Concepts in Data Modeling and Snowflake Architecture
2. Chapter 1: Unlocking the Power of Modeling FREE CHAPTER 3. Chapter 2: An Introduction to the Four Modeling Types 4. Chapter 3: Mastering Snowflake’s Architecture 5. Chapter 4: Mastering Snowflake Objects 6. Chapter 5: Speaking Modeling through Snowflake Objects 7. Chapter 6: Seeing Snowflake’s Architecture through Modeling Notation 8. Part 2: Applied Modeling from Idea to Deployment
9. Chapter 7: Putting Conceptual Modeling into Practice 10. Chapter 8: Putting Logical Modeling into Practice 11. Chapter 9: Database Normalization 12. Chapter 10: Database Naming and Structure 13. Chapter 11: Putting Physical Modeling into Practice 14. Part 3: Solving Real-World Problems with Transformational Modeling
15. Chapter 12: Putting Transformational Modeling into Practice 16. Chapter 13: Modeling Slowly Changing Dimensions 17. Chapter 14: Modeling Facts for Rapid Analysis 18. Chapter 15: Modeling Semi-Structured Data 19. Chapter 16: Modeling Hierarchies 20. Chapter 17: Scaling Data Models through Modern Techniques 21. Index 22. Other Books You May Enjoy Appendix

Technical requirements

This book focuses on data modeling specifically for the Snowflake Data Cloud. While modeling includes many system-agnostic terms and conventions, this book will leverage unique features of Snowflake architecture, data types, and functions when building physical models and Structured Query Language (SQL) transformations.

To follow along with the exercises in the following chapters, you will need a Snowflake account with access to a sandbox area for creating schemas, objects, and loading data.

You can sign up for a 30-day free trial of Snowflake (https://signup.snowflake.com/) if you do not already have access.

This book will frequently use visual modeling diagrams as part of the modeling process. While a diagram can be drawn by hand and constructed in PowerPoint or Lucidchart, a tool that supports common database modeling features is recommended. The exercises in this book will take the reader from conceptual database-agnostic diagrams to deployable and runnable Snowflake code. For this reason, a tool that supports various modeling types and can forward engineer Snowflake syntax is recommended.

The diagrams in this book were generated using the SqlDBM online database modeling tool (https://sqldbm.com/Home/), which supports the previously mentioned features and offers a 2-week free trial.

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Data Modeling with Snowflake
Published in: May 2023
Publisher: Packt
ISBN-13: 9781837634453
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