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Data Modeling with Snowflake

You're reading from  Data Modeling with Snowflake

Product type Book
Published in May 2023
Publisher Packt
ISBN-13 9781837634453
Pages 324 pages
Edition 1st Edition
Languages
Author (1):
Serge Gershkovich Serge Gershkovich
Profile icon Serge Gershkovich

Table of Contents (24) Chapters

Preface 1. Part 1: Core Concepts in Data Modeling and Snowflake Architecture
2. Chapter 1: Unlocking the Power of Modeling 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

Who this book is for

Database modeling is a simple, yet foundational tool for enhancing communication and decision-making within enterprise teams and streamlining development. By pairing modeling-first principles with the specifics of Snowflake architecture, this book will serve as an effective tool for data engineers looking to build cost-effective Snowflake systems for business users looking for an easy way to understand them.

The three main personas who are the target audience of this content are as follows:

  • Data engineers: This book takes a Snowflake-centered approach to designing data models. It pairs universal modeling principles with unique architectural facets of the data cloud to help build performant and cost-effective solutions.
  • Data architects: While familiar with modeling concepts, many architects may be new to the Snowflake platform and are eager to learn and incorporate its best features into their designs for improved efficiency and maintenance.
  • Business analysts: Many analysts transition from business or functional roles and are cast into the world of data without a formal introduction to database best practices and modeling conventions. This book will give them the tools to navigate their data landscape and confidently create their own models and analyses.
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