{"product_id":"data-modeling-with-snowflake-a-practical-guide-to-accelerating-snowflake-development-using-universal-data-modeling-techniques-9781837634453","title":"Data Modeling with Snowflake: A practical guide to accelerating Snowflake development using universal data modeling techniques","description":"\u003cp\u003e\u003cstrong\u003eDiscover how Snowflake's unique objects and features can be used to leverage universal modeling techniques through real-world examples and SQL recipes\u003c\/strong\u003e\u003c\/p\u003e\u003cp\u003e\u003cstrong\u003ePurchase of the print or Kindle book includes a free PDF eBook\u003c\/strong\u003e\u003c\/p\u003eKey Features\u003cul\u003e\n\u003cli\u003eLearn core modeling techniques tied to practical examples using native Snowflake architecture\u003c\/li\u003e\n\u003cli\u003eAdopt a universal modeling language to communicate business value to functional teams\u003c\/li\u003e\n\u003cli\u003eGo beyond physical modeling with SQL recipes to transform and shape your Snowflake data\u003c\/li\u003e\n\u003c\/ul\u003eBook Description\u003cp\u003eThe 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.\u003c\/p\u003e\u003cp\u003e \u003c\/p\u003e\u003cp\u003eYet, 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.\u003c\/p\u003e\u003cp\u003e \u003c\/p\u003e\u003cp\u003eThis 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.\u003c\/p\u003e\u003cp\u003e \u003c\/p\u003e\u003cp\u003eBy 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.\u003c\/p\u003eWhat you will learn\u003cul\u003e\n\u003cli\u003eDiscover the time-saving features and applications of data modeling\u003c\/li\u003e\n\u003cli\u003eExplore Snowflake's cloud-native architecture and features\u003c\/li\u003e\n\u003cli\u003eUnderstand and apply modeling concepts, techniques, and language using Snowflake objects\u003c\/li\u003e\n\u003cli\u003eMaster modeling concepts such as normalization and slowly changing dimensions\u003c\/li\u003e\n\u003cli\u003eGet comfortable reading and transforming semi-structured data\u003c\/li\u003e\n\u003cli\u003eWork directly with pre-built recipes and examples\u003c\/li\u003e\n\u003cli\u003eApply modeling frameworks from Star to Data Vault\u003c\/li\u003e\n\u003c\/ul\u003eWho this book is for\u003cp\u003eThis 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.\u003c\/p\u003eTable of Contents\u003col\u003e\n\u003cli\u003eUnlocking the Power of Modeling\u003c\/li\u003e\n\u003cli\u003eAn Introduction to the Four Modeling Types\u003c\/li\u003e\n\u003cli\u003eMastering Snowflake's Architecture\u003c\/li\u003e\n\u003cli\u003eMastering Snowflake Objects\u003c\/li\u003e\n\u003cli\u003eSpeaking Modeling through Snowflake Objects\u003c\/li\u003e\n\u003cli\u003eSeeing Snowflake's Architecture through Modeling Notation\u003c\/li\u003e\n\u003cli\u003ePutting Conceptual Modeling into Practice\u003c\/li\u003e\n\u003cli\u003ePutting Logical Modeling into Practice\u003c\/li\u003e\n\u003cli\u003eDatabase Normalization\u003c\/li\u003e\n\u003cli\u003eDatabase Naming and Structure\u003c\/li\u003e\n\u003cli\u003ePutting Physical Modeling into Practice\u003c\/li\u003e\n\u003cli\u003ePutting Transformational Modeling into Practice\u003c\/li\u003e\n\u003cli\u003eModeling Slowly Changing Dimensions\u003c\/li\u003e\n\u003cli\u003eModeling Facts for Rapid Analysis\u003c\/li\u003e\n\u003cli\u003eModeling Semi-Structured Data\u003c\/li\u003e\n\u003cli\u003eModeling Hierarchies\u003c\/li\u003e\n\u003cli\u003eScaling Data Models through Modern Techniques\u003c\/li\u003e\n\u003cli\u003eAppendix\u003c\/li\u003e\n\u003c\/ol\u003e\u003cbr\u003e","brand":"Packt Publishing","offers":[{"title":"Default Title","offer_id":50499046474002,"sku":"9781837634453","price":59.99,"currency_code":"USD","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0831\/4771\/8930\/files\/img_2c700247-b6da-4dca-a91e-b51d75187791.jpg?v=1730738523","url":"https:\/\/surprise-castle.myshopify.com\/products\/data-modeling-with-snowflake-a-practical-guide-to-accelerating-snowflake-development-using-universal-data-modeling-techniques-9781837634453","provider":"Surprise Castle","version":"1.0","type":"link"}