Strengholt P. Building Medallion Architectures...with Delta Lake and Spark 2025

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Strengholt P. Building Medallion Architectures...with Delta Lake and Spark 2025

Textbook in PDF format To deliver the insights that give them a competitive advantage, organizations increasingly turn to the proven Medallion architecture. Yet implementing a robust data architecture can be difficult, particularly when it comes to using the Medallion architecture's Bronze, Silver, and Gold layers—done wrong, it can hamper your ability to make data-driven decisions. This practical guide helps you build a Medallion architecture the right way with Azure Databricks and Microsoft Fabric. Drawing on hands-on experience from the field, Piethein Strengholt demystifies common assumptions and complex problems you'll face when embarking on a new data architecture. Architects and engineers of all stripes will find answers to the most typical questions along with insights from real organizations about what's worked, what hasn't, and why. You'll learn: Learn how to build a Medallion architecture with Azure Databricks and Microsoft Fabric Gain insights from three real case studies that illustrate practical field experience and lessons learned Explore scaling considerations, including governance, security, generative AI, and more Make informed decisions when designing or implementing new data architectures Get proven patterns for success that align with broader organizational objectives Who Should Read This Book: If you’ve picked up this book, chances are you’re deeply involved in the world of data. Maybe you’re planning to set up a new data platform, looking to enhance an existing one, or simply curious about what Medallion Architecture is all about. You might be wondering how it operates, how to implement it effectively, and whether it can be tailored to meet your specific needs. You could be a member of a data engineering team, part of an enterprise architecture group, or hold a key role as a chief data officer. Perhaps you’re a data engineer, a data scientist, or a data manager. Maybe you’re even part of a broader data-focused team. Whatever your role, this book is designed to help you grasp the essentials of Medallion Architecture and discover how it can transform data into valuable insights. This guide is here to demystify the complexities and equip you with the knowledge to make informed decisions in the ever-evolving landscape of data management. Let’s dive in and explore how Medallion Architecture can be a game-changer for your organization