Databricks Data Intelligence Platform: Powering the Agentic Era
暫譯: Databricks 數據智慧平台：驅動代理時代

Yip, Jason, Gupta, Nikhil

Databricks Data Intelligence Platform: Powering the Agentic Era
  • 出版商: Apress
  • 出版日期: 2026-05-20
  • 售價: $1,950
  • 貴賓價: 9.5 折 $1,852
  • 語言: 英文
  • 裝訂: Quality Paper - also called trade paper
  • ISBN: 9798868825231
  • ISBN-13: 9798868825231
  • 相關分類: Large language model

    • 海外代購書籍(需單獨結帳)

相關主題

商品描述

Unlock the full potential of the Databricks Data Intelligence Platform in this fully updated second edition--your definitive guide to building enterprise-ready Generative AI (GenAI) solutions, managing complex data workflows, and deploying intelligent applications at scale. Whether you're a data engineer, AI developer, data scientist, or technology leader, this book empowers you to transform your organization with cutting-edge AI capabilities.

This edition brings a sharp focus to the latest advancements in Artificial Intelligence within Databricks. Learn how to build bespoke LLMs tailored to your enterprise, streamline development with Lakeflow and Declarative Pipelines, and harness the power of Agent Bricks and serverless GPU--now fully integrated with Mosaic AI. You'll also discover how Lakebase and Databricks Apps enable developers to create secure, governed AI experiences directly within the data ecosystem managed by Unity Catalog.

Whether you're new to Databricks and seeking a comprehensive, accessible introduction, or an experienced professional aiming to master the platform's latest AI capabilities and scale GenAI initiatives, this book delivers the insights, tools, and best practices you need to lead in today's data-driven, AI-powered enterprise landscape.

What You Will Learn

  • Know the core principles of Lakehouse architecture, now enhanced with Lakebase
  • Take a deep dive into Mosaic AI, Agent Bricks, and serverless GPU for scalable AI development
  • Understand best practices for building and deploying GenAI applications from data ingestion to model serving and user interface integration
  • Use Lakeflow, Declarative Pipelines, and Agent Bricks to streamline data and AI workflows
  • Build secure, governed AI apps using Databricks Apps and Unity Catalog

Who This Book Is For

Solution architects, data engineers, data scientists, and Databricks practitioners who want to build and deploy Generative AI solutions using the Databricks Data Intelligence Platform. It's also a strategic resource for senior executives seeking to articulate the business value of Databricks to customers and stakeholders. People who are new to the Databricks Platform and want comprehensive insights will find the book accessible.

商品描述(中文翻譯)

解鎖 Databricks 數據智慧平台的全部潛力，這是全面更新的第二版——您建構企業級生成式 AI (GenAI) 解決方案、管理複雜數據工作流程以及大規模部署智能應用的權威指南。無論您是數據工程師、AI 開發者、數據科學家還是技術領導者，本書都能幫助您利用尖端的 AI 能力轉型您的組織。

本版專注於 Databricks 中人工智慧的最新進展。學習如何構建量身定制的 LLM，簡化開發流程，使用 Lakeflow 和聲明式管道，並利用 Agent Bricks 和無伺服器 GPU 的強大功能——這些現在已與 Mosaic AI 完全整合。您還將發現 Lakebase 和 Databricks Apps 如何使開發者能夠在由 Unity Catalog 管理的數據生態系統中直接創建安全、受管控的 AI 體驗。

無論您是新接觸 Databricks 並尋求全面、易於理解的介紹，還是有經驗的專業人士希望掌握平台最新的 AI 能力並擴展 GenAI 計劃，本書都提供了您在當今數據驅動、AI 驅動的企業環境中所需的見解、工具和最佳實踐。

您將學到的內容：
- 瞭解 Lakehouse 架構的核心原則，現在已增強為 Lakebase
- 深入探討 Mosaic AI、Agent Bricks 和無伺服器 GPU 以進行可擴展的 AI 開發
- 理解從數據攝取到模型服務和用戶界面整合的 GenAI 應用構建和部署的最佳實踐
- 使用 Lakeflow、聲明式管道和 Agent Bricks 簡化數據和 AI 工作流程
- 使用 Databricks Apps 和 Unity Catalog 構建安全、受管控的 AI 應用

本書適合對象：
解決方案架構師、數據工程師、數據科學家以及希望使用 Databricks 數據智慧平台構建和部署生成式 AI 解決方案的 Databricks 實踐者。這也是一個為高層主管提供的戰略資源，幫助他們向客戶和利益相關者闡明 Databricks 的商業價值。對於新接觸 Databricks 平台並希望獲得全面見解的人來說，本書也非常易於理解。

作者簡介

Jason Yip is a Databricks Most Valued Professional (MVP) and Director of Data and AI at Tredence, a Databricks Elite Partner. He serves on Databricks advisory boards, including the Partner Product Advisory Board and the Solution Architect Champion Advisory Board, and advises Fortune 500 companies on data and Generative AI strategies.

Nikhil Gupta is a Solution Architect at Databricks with more than 18 years of experience in big data technologies. He helps customers across industries modernize data and AI platforms, with expertise spanning data warehousing, data lakes, and real-time data processing.

作者簡介(中文翻譯)

Jason Yip 是 Databricks 的最有價值專業人士 (MVP) 及 Tredence 的數據與人工智慧總監，Tredence 是 Databricks 的精英合作夥伴。他擔任 Databricks 的諮詢委員會成員，包括合作夥伴產品諮詢委員會和解決方案架構師冠軍諮詢委員會，並為《財富》500 強公司提供有關數據和生成式人工智慧策略的建議。

Nikhil Gupta 是 Databricks 的解決方案架構師，擁有超過 18 年的大數據技術經驗。他幫助各行各業的客戶現代化數據和人工智慧平台，專長涵蓋數據倉儲、數據湖和即時數據處理。

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