SQL Server Big Data Clusters : Data Virtualization, Data Lake, and AI Platform PDF
by Benjamin Weissman, Enrico van de Laar
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Description
Use this guide to one of SQL Server 2019's most impactful features-Big Data Clusters. You will learn about data virtualization and data lakes for this complete artificial intelligence (AI) and machine learning (ML) platform within the SQL Server database engine. You will know how to use Big Data Clusters to combine large volumes of streaming data for analysis along with data stored in a traditional database. For example, you can stream large volumes of data from Apache Spark in real time while executing Transact-SQL queries to bring in relevant additional data from your corporate, SQL Server database.
- Install, manage, and troubleshoot Big Data Clusters in cloud or on-premise environments
- Analyze large volumes of data directly from SQL Server and/or Apache Spark
- Manage data stored in HDFS from SQL Server as if it wererelational data
- Implement advanced analytics solutions through machine learning and AI
- Expose different data sources as a single logical source using data virtualization
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- Format:PDF
- Publisher:Apress
- Publication Date:23/05/2020
- Category:
- ISBN:9781484259856
Information
-
Download Now
- Format:PDF
- Publisher:Apress
- Publication Date:23/05/2020
- Category:
- ISBN:9781484259856