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Building Trusted Data Platforms with Azure Databricks and GenAI. A Hands-On Guide to Creating Governed Data Products in a Lakehouse - Second Edition

Building Trusted Data Platforms with Azure Databricks and GenAI. A Hands-On Guide to Creating Governed Data Products in a Lakehouse - Second Edition

Manoj Kukreja

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EBOOK
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Discover the defining hallmarks of future‑ready data platforms, including data mesh architectures, intelligent automation, and end‑to‑end data observability. Learn how to design and deliver trusted data products through data contracts, federated governance, decentralized domain ownership, and endorsed datasets. The book explores modern Lakehouse patterns with a strong focus on the medallion architecture, explaining how bronze, silver, and gold layers transform raw data into analytics‑ready assets governed through Unity Catalog. You’ll gain practical guidance on MDM linkages, survivorship rules, and entity resolution to ensure consistent master data across domains. It also covers real‑time and streaming pipelines that integrate seamlessly with the Lakehouse. A dedicated focus is placed on self‑service analytics, showing how governed data products empower business users to explore, analyze, and derive insights independently with confidence. Finally, understand how GenAI accelerates platform development through automated code generation using tools like Claude Code and Databricks Genie Code, enabling faster pipeline creation, governance, and analytics delivery.
  • 1. The Story of Data Engineering and Analytics
  • 2. Discovering Storage and Compute in Lakehouses
  • 3. Data Engineering on Microsoft Azure
  • 4. Designing Future Data Platforms
  • 5. Databricks, Medallion Architecture & Delta Lake
  • 6. Understanding Modern Data Pipelines
  • 7. Data Collection Stage – The Bronze Layer
  • 8. Data Curation Stage – The Silver Layer
  • 9. Data Aggregation Stage – The Gold Layer
  • 10. Next-Gen Data Analytics with Generative AI
  • 11. Data Observability
  • 12. Data Governance
  • Tytuł:Building Trusted Data Platforms with Azure Databricks and GenAI. A Hands-On Guide to Creating Governed Data Products in a Lakehouse - Second Edition
  • Autor:Manoj Kukreja
  • Tytuł oryginału:Building Trusted Data Platforms with Azure Databricks and GenAI. A Hands-On Guide to Creating Governed Data Products in a Lakehouse - Second Edition
  • ISBN:9781806679768, 9781806679768
  • Data wydania:2026-08-07
  • Format:Ebook - EPUB
  • Identyfikator pozycji: e_4y9f
  • Wydawca: Packt Publishing
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