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构建荣誉架构,早 release

English | 2024 | ISBN: 9781098178826 | 200 pages | EPUB | 2.32 MB

In today's data-driven world, organizations must manage and analyze vast amounts of information to deliver the insights that give them a competitive advantage. Many turn to the medallion architecture because it's a proven and well-known design. Yet implementing a robust data pipeline 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

Lakehouse and medallion architecture fundamentals and key concepts Design considerations for Azure Databricks and Microsoft Fabric Scaling considerations, including governance, security, automation, and more How to make informed decisions when designing or implementing new data architectures Proven patterns for success that align with broader organizational objectives


在当今以数据驱动的世界中,组织必须管理并分析大量信息,以获得能够给予他们竞争优势的见解。许多人转向了勋章架构,因为它是一个经过验证且广为人知的设计。然而,实施强大的数据管道可以具有挑战性,尤其是在处理勋章架构的青铜、白银和黄金层级方面——如果做不好,它可能会妨碍您做出基于数据的决策。这本实用指南借助Azure Databricks和Microsoft Fabric帮助您以正确的方式构建勋章架构。 凭借来自现场的实际经验,Piethein Strengholt消解了在新的数据架构旅程中您会遇到的一些常见假设和复杂问题。各类建筑师和工程师都将找到关于如何设计或实施新型数据架构的最典型问题的答案,以及真实组织从实践中汲取的经验教训——这些组织成功的地方是什么?什么未曾成功?以及为什么。 您可以学习到以下内容: 勋章和勋章架构的基础知识及关键概念 Azure Databricks和Microsoft Fabric的设计考虑因素 包括治理、安全、自动化在内的扩展考量 在设计或实施新数据架构时如何做出明智的决策 与整体组织目标相一致的成功模式
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