Redefining Data Engineering with AI : Agentic Engineering Your Way to Data Democracy - Ashok Singamaneni - 書籍 - O'Reilly Media - 9798341672840 - 2027年2月28日
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Ashok Singamaneni
Redefining Data Engineering with AI : Agentic Engineering Your Way to Data Democracy

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発送予定日 2027年3月8日 - 2027年3月11日
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While much of data engineering still means writing repetitive code, stitching together orchestration tools, and manually validating systems, the emergence of AI-assisted development is fast transforming this work. Redefining Data Engineering with AI introduces the concept of agentic engineering, a structured approach in which engineers express intent in natural language, and AI generates pipelines, documentation, test suites, and monitoring. Engineers remain in control, focusing on big-picture design, governance, and quality while delegating routine implementation to AI.

This go-to guide uses realistic case studies to show how large language models can support each phase of a data project. Through a guided build of a patient search platform, you'll learn how to design systems that integrate AI responsibly and effectively. Each chapter leads you through a practical step in the lifecycle, illustrating exactly where AI adds value and where human input is most crucial.

Describe business goals and translate them into pipeline-ready assetsGenerate code, test cases, and documentation using structured promptsIntegrate LLMs and governance into modern data workflowsAutomate observability and reduce operational drift with AI-driven monitoringCreate secure data products while preserving compliance and qualityAdopt a repeatable, intent-driven framework for scalable data practices

メディア 書籍     Paperback Book   (ソフトカバーで背表紙を接着した本)
発売予定 2027年2月28日
ISBN13 9798341672840
出版社 O'Reilly Media
ページ数 250
寸法 150 × 220 × 10 mm   ·   502 g   (重量（概算）)

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