Book Image

Introducing Microsoft SQL Server 2019

By : Kellyn Gorman, Allan Hirt, Dave Noderer, Mitchell Pearson, James Rowland-Jones, Dustin Ryan, Arun Sirpal, Buck Woody
Book Image

Introducing Microsoft SQL Server 2019

By: Kellyn Gorman, Allan Hirt, Dave Noderer, Mitchell Pearson, James Rowland-Jones, Dustin Ryan, Arun Sirpal, Buck Woody

Overview of this book

Microsoft SQL Server comes equipped with industry-leading features and the best online transaction processing capabilities. If you are looking to work with data processing and management, getting up to speed with Microsoft Server 2019 is key. Introducing SQL Server 2019 takes you through the latest features in SQL Server 2019 and their importance. You will learn to unlock faster querying speeds and understand how to leverage the new and improved security features to build robust data management solutions. Further chapters will assist you with integrating, managing, and analyzing all data, including relational, NoSQL, and unstructured big data using SQL Server 2019. Dedicated sections in the book will also demonstrate how you can use SQL Server 2019 to leverage data processing platforms, such as Apache Hadoop and Spark, and containerization technologies like Docker and Kubernetes to control your data and efficiently monitor it. By the end of this book, you'll be well versed with all the features of Microsoft SQL Server 2019 and understand how to use them confidently to build robust data management solutions.
Table of Contents (15 chapters)

SQL Server 2019 Machine Learning Services architecture and components

You can install Machine Learning Services using the SQL Server installer either with a new instance or by adding features to a currently installed instance. The installer then marks the base components for each instance to be able to run external language calls for installation:

Figure 8.1: SQL Server 2019 Machine Learning Services installation

After you make the selection, you can pick the languages you want to work with, and the installer marks further components for that language to be installed. As in any installation of SQL Server, it's important to understand all of the ramifications and interactions, which you can find here: https://docs.microsoft.com/en-us/sql/advanced-analytics/install/sql-machine-learning-services-windows-install?view=sqlallproducts-allversions.

The Linux installation is different – you'll install a series of packages in a given order, and there...