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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 modeling techniques

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Product type Paperback
Published in Sep 2025
Publisher Packt
ISBN-13 9781837028030
Length 432 pages
Edition 2nd 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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Toc

Table of Contents (28) Chapters Close

Preface 1. Core Concepts in Data Modeling and Snowflake Architecture FREE CHAPTER
2. Unlocking the Power of Modeling 3. An Introduction to the Four Modeling Types 4. Mastering Snowflake’s Architecture 5. Mastering Basic Snowflake Objects 6. From Logical Concepts to Snowflake Objects 7. Mastering Advanced Snowflake Objects 8. Seeing Snowflake’s Architecture Through Modeling Notation 9. Applied Modeling from Idea to Deployment
10. Putting Conceptual Modeling into Practice 11. Putting Logical Modeling into Practice 12. Database Normalization 13. Database Naming and Structure 14. Putting Physical Modeling into Practice 15. Solving Real-World Problems with Transformational Modeling
16. Putting Transformational Modeling into Practice 17. Modeling Slowly Changing Dimensions 18. Modeling Facts for Rapid Analysis 19. Modeling Semi-Structured Data 20. Modeling Hierarchies 21. Data Modeling for Enterprise Teams
22. Scaling Data Models through Modern Techniques 23. Unlocking Value for Enterprise Organizations 24. Unlock Your Exclusive Benefits 25. Other Books You May Enjoy
26. Index
Appendix

Index

A

ACID properties 103

alternate key (AK) 223

using, as unique constraints 91, 92

American National Standards Institute (ANSI) 7, 165

Apache Iceberg Open Table Format (OTF) 102

artificial intelligence (AI) 358

associative 168

Atomic Consistent Isolated Durable (ACID) 102

atomic grain 152

attributes 25

adding 165, 166

attributes, as columns 81, 91

semi-structured data, storing 83, 84

Snowflake data types 82

automatic clustering 81

Avro 60

B

big data

value 353

variety 353

velocity 353

veracity 353

volume 353

BI tools

functionality, automating 97

Boyce-Codd Normal Form (BCNF) 184, 188, 189

bridge table 330, 340

Business as Usual (BAU) 365

Business Event Analysis and Modeling (BEAM) 148

business process, engaging 148, 149

business intelligence (BI) 35, 97, 208, 364

business key 89

Business Vault 340

bus matrix 151

C

capital expenditure (CapEx...

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83
Tech Concepts
36
Programming languages
73
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