Data Engineering on Azure

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Data Engineering on Azure

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內容描述

Data Engineering on Azure teaches you to build a scalable and robust data platform to industry-leading standards. There's a big gap between running machine learning and data processes as prototypes, and deploying them to a production cloud environment. Data Engineering on Azure reveals the architectural, operational, and data management techniques that power cloud-based data infrastructure built on the Microsoft Azure platform. Data Engineering on Azure teaches you to build a scalable and robust data platform to industry-leading standards. All examples are based on the production big data platform that powers Microsoft's customer-growth operations. You'll learn techniques and best practices that author Vlad Riscutia and his team use on a daily basis, including automation and DevOps, running a reliable machine learning pipeline, and managing your data inventory. Examples are illustrated with Azure. The patterns and techniques are transferable to other cloud platforms. Purchase of the print book includes a free eBook in PDF, Kindle, and ePub formats from Manning Publications.

作者介紹

Vlad Riscutia is a software architect at Microsoft.