Data Modeling with Snowflake
Packt Publishing Limited (Verlag)
978-1-83763-445-3 (ISBN)
Purchase of the print or Kindle book includes a free PDF eBook
Key Features
Learn core modeling techniques tied to practical examples using native Snowflake architecture
Adopt a universal modeling language to communicate business value to functional teams
Go beyond physical modeling with SQL recipes to transform and shape your Snowflake data
Book DescriptionThe Snowflake Data Cloud is one of the fastest-growing platforms for data warehousing and application workloads. Snowflake's scalable, cloud-native architecture and expansive set of features and objects enables you to deliver data solutions quicker than ever before.
Yet, we must ensure that these solutions are developed using recommended design patterns and accompanied by documentation that’s easily accessible to everyone in the organization.
This book will help you get familiar with simple and practical data modeling frameworks that accelerate agile design and evolve with the project from concept to code. These universal principles have helped guide database design for decades, and this book pairs them with unique Snowflake-native objects and examples like never before – giving you a two-for-one crash course in theory as well as direct application.
By the end of this Snowflake book, you’ll have learned how to leverage Snowflake’s innovative features, such as time travel, zero-copy cloning, and change-data-capture, to create cost-effective, efficient designs through time-tested modeling principles that are easily digestible when coupled with real-world examples.What you will learn
Discover the time-saving benefits and applications of data modeling
Learn about Snowflake’s cloud-native architecture and its features
Understand and apply modeling techniques using Snowflake objects
Universal modeling concepts and language through Snowflake objects
Get comfortable reading and transforming semistructured data
Learn directly with pre-built recipes and examples
Learn to apply modeling frameworks from Star to Data Vault
Who this book is forThis book is for developers working with SQL who are looking to build a strong foundation in modeling best practices and gain an understanding of where they can be effectively applied to save time and effort. Whether you’re an ace in SQL logic or starting out in database design, this book will equip you with the practical foundations of data modeling to guide you on your data journey with Snowflake. Developers who’ve recently discovered Snowflake will be able to uncover its core features and learn to incorporate them into universal modeling frameworks.
Serge Gershkovich is a seasoned data architect with decades of experience designing and maintaining enterprise-scale data warehouse platforms and reporting solutions. He is a leading subject matter expert, speaker, content creator, and Snowflake Data Superhero. Serge earned a bachelor of science degree in information systems from the State University of New York (SUNY) Stony Brook. Throughout his career, Serge has worked in model-driven development from SAP BW/HANA to dashboard design to cost-effective cloud analytics with Snowflake. He currently serves as product success lead at SqlDBM, an online database modeling tool.
Table of Contents
Unlocking the Power of Modeling
An Introduction to the Four Modeling Types
Mastering Snowflake's Architecture
Mastering Snowflake Objects
Speaking Modeling through Snowflake Objects
Seeing Snowflake's Architecture through Modeling Notation
Putting Conceptual Modeling into Practice
Putting Logical Modeling into Practice
Database Normalization
Database Naming and Structure
Putting Physical Modeling into Practice
Putting Transformational Modeling into Practice
Modeling Slowly Changing Dimensions
Modeling Facts for Rapid Analysis
Modeling Semi-Structured Data
Modeling Hierarchies
Scaling Data Models through Modern Techniques
Appendix
| Erscheinungsdatum | 10.07.2023 |
|---|---|
| Vorwort | Kent Graziano |
| Verlagsort | Birmingham |
| Sprache | englisch |
| Maße | 191 x 235 mm |
| Themenwelt | Mathematik / Informatik ► Informatik ► Datenbanken |
| Informatik ► Software Entwicklung ► User Interfaces (HCI) | |
| Mathematik / Informatik ► Informatik ► Theorie / Studium | |
| ISBN-10 | 1-83763-445-9 / 1837634459 |
| ISBN-13 | 978-1-83763-445-3 / 9781837634453 |
| Zustand | Neuware |
| Haben Sie eine Frage zum Produkt? |
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