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SQL Server 2019 Revealed: Including Big Data Clusters and Machine Learning

Autor Bob Ward
en Limba Engleză Paperback – 19 oct 2019
Get up to speed on the game-changing developments in SQL Server 2019. No longer just a database engine, SQL Server 2019 is cutting edge with support for machine learning (ML), big data analytics, Linux, containers, Kubernetes, Java, and data virtualization to Azure. This is not a book on traditional database administration for SQL Server. It focuses on all that is new for one of the most successful modernized data platforms in the industry. It is a book for data professionals who already know the fundamentals of SQL Server 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 the project's team goal to integrate the world of big data with SQL Server into a major product release. The book then dives into the details of key new capabilities in SQL Server 2019 using a “learn by example” approach for Intelligent Performance, security, mission-critical availability, and features for the modern developer. Also covered are enhancements to SQL Server 2019 for Linux and gain a comprehensive look at SQL Server using containers and Kubernetes clusters.

The book concludes by showing you how to virtualize your data access with Polybase to Oracle, MongoDB, Hadoop, and Azure, allowing you to reduce the need for expensive extract, transform, and load (ETL) applications. You will then learn how to take your knowledge of containers, Kubernetes, and Polybase to build a comprehensive solution called Big Data Clusters, which is a marquee feature of 2019. You will also learn how to gain access to Spark, SQL Server, and HDFS to build intelligence over your own data lake and deploy end-to-end machine learning applications.


What You Will Learn
  • Implement Big Data Clusters with SQL Server, Spark, and HDFS
  • Create a Data Hub with connections to Oracle, Azure, Hadoop, and other sources
  • Combine SQL and Spark to build a machine learning platform for AI applications
  • Boost your performance with no application changes using Intelligent Performance
  • Increase security of your SQL Server through Secure Enclaves and Data Classification
  • Maximize database uptime through online indexing and Accelerated Database Recovery
  • Build new modern applications with Graph, ML Services, and T-SQL Extensibility with Java
  • Improve your ability to deploy SQL Server on Linux
  • Gain in-depth knowledge to run SQL Server with containers and Kubernetes
  • Know all the new database engine features for performance, usability, and diagnostics
  • Use the latest tools and methods to migrate your database to SQL Server 2019
  • Apply your knowledge of SQL Server 2019 to Azure


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, modern capabilities of SQL Server 2019. The book is for those who want to learn about SQL Server 2019 and the new Big Data Clusters and AI feature set, support for machine learning and Java, how to run SQL Server with containers and Kubernetes, and increased capabilities around Intelligent Performance, advanced security, and high availability. 
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Specificații

ISBN-13: 9781484254189
ISBN-10: 148425418X
Pagini: 422
Ilustrații: XXII, 422 p. 128 illus.
Dimensiuni: 178 x 254 x 24 mm
Greutate: 0.84 kg
Ediția:1st ed.
Editura: Apress
Colecția Apress
Locul publicării:Berkeley, CA, United States

Cuprins

1. Why SQL Server 2019?
2. Intelligent Performance
3. New Security Capabilities
4. Mission Critical Availability
5. Modern Development Platform
6. SQL Server 2019 on Linux
7. Inside SQL Server Containers
8. SQL Server on Kubernetes
9. SQL Server Data Virtualization
10. SQL Server Big Data Clusters
11. The Voice of the Customer and Migration


Notă biografică

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).


Textul de pe ultima copertă

Get up to speed on the game-changing developments in SQL Server 2019. No longer just a database engine, SQL Server 2019 is cutting edge with support for machine learning (ML), big data analytics, Linux, containers, Kubernetes, Java, and data virtualization to Azure. This is not a book on traditional database administration for SQL Server. It focuses on all that is new for one of the most successful modernized data platforms in the industry. It is a book for data professionals who already know the fundamentals of SQL Server 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 the project's team goal to integrate the world of big data with SQL Server into a major product release. The book then dives into the details of key new capabilities in SQL Server 2019 using a “learn by example” approach for Intelligent Performance, security, mission-critical availability, and features for the modern developer. Also covered are enhancements to SQL Server 2019 for Linux and gain a comprehensive look at SQL Server using containers and Kubernetes clusters.

The book concludes by showing you how to virtualize your data access with Polybase to Oracle, MongoDB, Hadoop, and Azure, allowing you to reduce the need for expensive extract, transform, and load (ETL) applications. You will then learn how to take your knowledge of containers, Kubernetes, and Polybase to build a comprehensive solution called Big Data Clusters, which is a marquee feature of 2019. You will also learn how to gain access to Spark, SQL Server, and HDFS to build intelligence over your own data lake and deploy end-to-end machine learning applications.

You will:
  • Implement Big Data Clusters with SQL Server, Spark, and HDFS
  • Create a Data Hub with connections to Oracle, Azure, Hadoop, and other sources
  • Combine SQL and Spark to build a machine learning platform for AI applications
  • Boost your performance with no application changes using Intelligent Performance
  • Increase security of your SQL Server through Secure Enclaves and Data Classification
  • Maximize database uptime through online indexing and Accelerated Database Recovery
  • Build new modern applications with Graph, ML Services, and T-SQL Extensibility with Java
  • Improve your ability to deploy SQL Server on Linux
  • Gain in-depth knowledge to run SQL Server with containers and Kubernetes
  • Know all the new database engine features for performance, usability, and diagnostics
  • Use the latest tools and methods to migrate your database to SQL Server 2019
  • Apply your knowledge of SQL Server 2019 to Azure



Caracteristici

Provides in-depth insider content on cutting-edge 2019 capabilities
Is comprehensive with deep examples and references
Covers the most up-to-date details of the SQL Server 2019 release
Includes behind-the-scenes background information from members of the SQL Engineering team
Guides SQL Server professionals toward modern career-building skills

Descriere

Intermediate-Advanced user level