SQL Server 2019 Revealed: Including Big Data Clusters and Machine Learning
暫譯: 揭示 SQL Server 2019：包含大數據叢集與機器學習

Ward, Bob

SQL Server 2019 Revealed: Including Big Data Clusters and Machine Learning
  • 出版商: Apress
  • 出版日期: 2019-10-19
  • 售價: $2,050
  • 貴賓價: 9.5 折 $1,948
  • 語言: 英文
  • 頁數: 421
  • 裝訂: Quality Paper - also called trade paper
  • ISBN: 148425418X
  • ISBN-13: 9781484254189
  • 相關分類: MSSQL、SQL、大數據 Big-data、Machine Learning

    • 海外代購書籍(需單獨結帳)

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商品描述

Get up to speed on the game-changing developments in SQL Server 2019. No longer your grandparent's database engine, SQL Server 2019 is cutting edge with support for artificial intelligence (AI), machine learning (ML), big data performance and analysis, Java, and connections to Azure IOT Edge. This is not a book on traditional database administration and SQL. It focuses on all that is new and cutting edge in one of the best database systems available. This is a book for SQL Server professionals who already know how to create tables and want to up their game by building their skills in some of the hottest new areas in technology.
SQL Server 2019 Revealed begins with a look at Big Data Clusters--a marquee feature of 2019--and their use in creating a unified data hub with connections to disparate data sources such as Oracle, MongoDB, and Hadoop. You will learn to build end-to-end data virtualization solutions involving Spark, SQL, and HDFS.
Also covered in the book is the use of SQL and Spark to build a machine learning platform for artificial intelligence applications. The book also dives into the details of new capabilities in performance, security, and availability such as Intelligent Query Processing, Secure Enclaves, and enhancements for Always On Availability Groups.
The book explores enhancements for SQL Server on Linux, containers, and goes into detail covering deployment and management of SQL Server on Kubernetes clusters. You will learn about a range of new enhancements across the database engine for SQL Server 2019, including how to leverage SQL Server in IOT Edge scenarios.

What You Will Learn

  • Implement Big Data Clusters with SQL, Spark, and HDFS
  • Create a Unified Data Hub with connections to MongoDB, Hadoop, Oracle, and other sources
  • Combine SQL and Spark to build a machine learning platform for AI applications
  • Increase security through Enclaves, Static Data Masking, and Data Classification
  • Improve your ability to deploy on Linux using containers and Kubernetes
  • Take advantage of SQL Graph, Java, and other new developer features
  • Reap performance gains from persistent memory, query profiling, and Intelligent Query Processing


Who This Book Is For
IT professionals and developers who understand the fundamentals of SQL Server and wish to focus on learning about the new, cutting-edge features in SQL Server 2019. The book is for those who want to learn about SQL Server 2019's new Big Data Clusters and AI feature set, support for IOT Edge and Java, and increased capabilities around performance, security, and high availability.

商品描述(中文翻譯)

了解 SQL Server 2019 中的變革性發展。SQL Server 2019 不再是你祖父的資料庫引擎，它在人工智慧 (AI)、機器學習 (ML)、大數據性能與分析、Java 以及與 Azure IOT Edge 的連接方面處於前沿。這本書並不是關於傳統資料庫管理和 SQL 的書籍，而是專注於這個最佳資料庫系統中所有新穎和尖端的內容。這是一本針對已經知道如何創建表格的 SQL Server 專業人士的書籍，旨在提升他們在技術中一些最熱門新領域的技能。

SQL Server 2019 Revealed 首先介紹了大數據叢集——2019 年的一個重要特徵——以及它們在創建統一數據中心方面的應用，該中心可以連接到不同的數據來源，如 Oracle、MongoDB 和 Hadoop。你將學會如何構建涉及 Spark、SQL 和 HDFS 的端到端數據虛擬化解決方案。

本書還涵蓋了使用 SQL 和 Spark 建立人工智慧應用的機器學習平台。書中深入探討了性能、安全性和可用性的新功能，如智能查詢處理、保安區域和 Always On 可用性群組的增強功能。

本書探討了在 Linux 上的 SQL Server 增強功能、容器，並詳細介紹了在 Kubernetes 叢集上部署和管理 SQL Server 的內容。你將了解 SQL Server 2019 中資料庫引擎的一系列新增強功能，包括如何在 IOT Edge 情境中利用 SQL Server。

你將學到什麼


  • 使用 SQL、Spark 和 HDFS 實現大數據叢集

  • 創建一個與 MongoDB、Hadoop、Oracle 和其他來源連接的統一數據中心

  • 結合 SQL 和 Spark 建立人工智慧應用的機器學習平台

  • 通過保安區域、靜態數據遮罩和數據分類提高安全性

  • 利用容器和 Kubernetes 提高在 Linux 上的部署能力

  • 利用 SQL Graph、Java 和其他新開發者功能

  • 通過持久內存、查詢分析和智能查詢處理獲得性能提升



本書適合誰閱讀

本書適合了解 SQL Server 基礎知識的 IT 專業人士和開發者，並希望專注於學習 SQL Server 2019 中的新穎尖端功能。這本書適合那些想要了解 SQL Server 2019 的新大數據叢集和 AI 功能集、對 IOT Edge 和 Java 的支持，以及在性能、安全性和高可用性方面增強能力的人。

作者簡介

Bob Ward is Principal Architect for the Microsoft Azure Data SQL Server team, which owns the development for all SQL Server releases. He has worked for Microsoft for more than 26 years on every version of SQL Server shipped from OS/2 1.1 to SQL Server 2019 including Azure. Bob is a well-known speaker on SQL Server, often presenting talks on new releases, internals, and performance at events such as PASS Summit, SQLBits, SQLIntersection, Red Hat Summit, Microsoft Inspire, and Microsoft Ignite. You can follow him at @bobwardms or linkedin.com/in/bobwardms. He is the author of the book Pro SQL Server on Linux (Apress).

 

 

作者簡介(中文翻譯)

Bob Ward 是 Microsoft Azure Data SQL Server 團隊的首席架構師，該團隊負責所有 SQL Server 版本的開發。他在 Microsoft 工作超過 26 年，參與了從 OS/2 1.1 到 SQL Server 2019 的每一個 SQL Server 版本的推出，包括 Azure。Bob 是 SQL Server 領域的知名演講者，經常在 PASS Summit、SQLBits、SQLIntersection、Red Hat Summit、Microsoft Inspire 和 Microsoft Ignite 等活動上發表有關新版本、內部結構和性能的演講。您可以在 @bobwardms 或 linkedin.com/in/bobwardms 上關注他。他是書籍 Pro SQL Server on Linux (Apress) 的作者。

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