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Book Overview & Buying
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Table Of Contents
Introducing Microsoft SQL Server 2019
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In Chapter 8, Machine Learning Services Extensibility Framework, you learned about Machine Learning Services using SQL Server machine learning services. The training phase of model development requires a lot of data — more examples are better for the algorithms to "learn" from. However, machine learning isn't the only use case that requires lots of information: everything from business intelligence to data mining takes advantage of large sets of data. The SQL Server 2019 Big Data Clusters feature facilitates working with datasets far larger than a traditional Relational Database Management System (RDBMS) can usually handle, while incorporating other benefits and features as well.
Because of the depth of technical information in any scale-out system, this chapter will focus on the primary concepts of this new feature, while providing concrete examples of their use. References are provided in each section to assist...