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SQL Server 2017 Machine Learning Services with R. Data exploration, modeling, and advanced analytics

(ebook) (audiobook) (audiobook) Książka w języku angielskim
SQL Server 2017 Machine Learning Services with R. Data exploration, modeling, and advanced analytics Julie Koesmarno, Toma?ae Ka?°trun - okladka książki

SQL Server 2017 Machine Learning Services with R. Data exploration, modeling, and advanced analytics Julie Koesmarno, Toma?ae Ka?°trun - okladka książki

SQL Server 2017 Machine Learning Services with R. Data exploration, modeling, and advanced analytics Julie Koesmarno, Toma?ae Ka?°trun - audiobook MP3

SQL Server 2017 Machine Learning Services with R. Data exploration, modeling, and advanced analytics Julie Koesmarno, Toma?ae Ka?°trun - audiobook CD

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338
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Do przechowalni

R Services was one of the most anticipated features in SQL Server 2016, improved significantly and rebranded as SQL Server 2017 Machine Learning Services. Prior to SQL Server 2016, many developers and data scientists were already using R to connect to SQL Server in siloed environments that left a lot to be desired, in order to do additional data analysis, superseding SSAS Data Mining or additional CLR programming functions. With R integrated within SQL Server 2017, these developers and data scientists can now benefit from its integrated, effective, efficient, and more streamlined analytics environment.

This book gives you foundational knowledge and insights to help you understand SQL Server 2017 Machine Learning Services with R. First and foremost, the book provides practical examples on how to implement, use, and understand SQL Server and R integration in corporate environments, and also provides explanations and underlying motivations. It covers installing Machine Learning Services;maintaining, deploying, and managing code;and monitoring your services.

Delving more deeply into predictive modeling and the RevoScaleR package, this book also provides insights into operationalizing code and exploring and visualizing data. To complete the journey, this book covers the new features in SQL Server 2017 and how they are compatible with R, amplifying their combined power.

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O autorze książki

Julie Koesmarno is a senior program manager in the Database Systems Business Analytics team, at Microsoft. Currently, she leads big data analytics initiatives, driving business growth and customer success for SQL Server and Azure Data businesses. She has over 10 years of experience in data management, data warehousing, and analytics for multimillion-dollar businesses as a SQL Server developer, a system analyst, and a consultant prior to joining Microsoft. She is passionate about empowering data professionals to drive impacts for customer success and business through insights.

Packt Publishing - inne książki

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