SQL Server Big Data Clusters: Data Virtualization, Data Lake, and AI Platform

© Benjamin Weissman and Enrico van de Laar 2020

B. Weissman, E. van de LaarSQL Server Big Data Clusters https://doi.org/10.1007/978-1-4842-5985-6_7

7. Machine Learning on Big Data Clusters

Benjamin Weissman¹  and Enrico van de Laar²

(1)

Nurnberg, Germany

(2)

Drachten, The Netherlands

 

In the previous chapters, we spent significant time on how we can query data stored inside SQL Server instances or on HDFS through Spark. One advantage of having access to data stored in different formats is that it allows you to perform analysis of the data at a large, and distributed, scale. One of the more powerful options we can utilize inside Big Data Clusters is the ability to implement machine learning solutions on our data. Because Big Data Clusters allow us to ...