Gerhard Svolba's Books

Data Quality for Analytics Using SAS

By: Gerhard Svolba

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Data Quality for Analytics Using SAS

By: Gerhard Svolba

Analytics offers many capabilities and options to measure and improve data quality, and SAS is perfectly suited to these tasks. Gerhard Svolba's Data Quality for Analytics Using SAS focuses on selecting the right data sources and ensuring data quantity, relevancy, and completeness. The book is made up of three parts. The first part, which is conceptual, defines data quality and contains text, definitions, explanations, and examples. The second part shows how the data quality status can be profiled and the ways that data quality can be improved with analytical methods. The final part details the consequences of poor data quality for predictive modeling and time series forecasting.

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Page Count

429

Publisher

SAS Institute

Published Date

ISBN 10

162959802X

ISBN 13

9781629598024

Data Quality for Analytics Using SAS

By: Gerhard Svolba

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Data Quality for Analytics Using SAS

By: Gerhard Svolba

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Page Count

429

Publisher

SAS Institute

Published Date

ISBN 10

162959802X

ISBN 13

9781629598024

Applying Data Science

Business Case Studies Using SAS

By: Gerhard Svolba

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Applying Data Science

Business Case Studies Using SAS

By: Gerhard Svolba

See how data science can answer the questions your business faces! Applying Data Science: Business Case Studies Using SAS, by Gerhard Svolba, shows you the benefits of analytics, how to gain more insight into your data, and how to make better decisions. In eight entertaining and real-world case studies, Svolba combines data science and advanced analytics with business questions, illustrating them with data and SAS code. The case studies range from a variety of fields, including performing headcount survival analysis for employee retention, forecasting the demand for new projects, using Monte Carlo simulation to understand outcome distribution, among other topics. The data science methods covered include Kaplan-Meier estimates, Cox Proportional Hazard Regression, ARIMA models, Poisson regression, imputation of missing values, variable clustering, and much more! Written for business analysts, statisticians, data miners, data scientists, and SAS programmers, Applying Data Science bridges the gap between high-level, business-focused books that skimp on the details and technical books that only show SAS code with no business context.

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Page Count

490

Publisher

SAS Institute

Published Date

ISBN 10

1635260566

ISBN 13

9781635260564

Data Preparation for Analytics Using SAS

By: Gerhard Svolba

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Data Preparation for Analytics Using SAS

By: Gerhard Svolba

Written for anyone involved in the data preparation process for analytics, Gerhard Svolba's Data Preparation for Analytics Using SAS offers practical advice in the form of SAS coding tips and tricks, and provides the reader with a conceptual background on data structures and considerations from a business point of view. The tasks addressed include viewing analytic data preparation in the context of its business environment, identifying the specifics of predictive modeling for data mart creation, understanding the concepts and considerations of data preparation for time series analysis, using various SAS procedures and SAS Enterprise Miner for scoring, creating meaningful derived variables for all data mart types, using powerful SAS macros to make changes among the various data mart structures, and more!

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Page Count

373

Publisher

SAS Institute

Published Date

ISBN 10

1629597902

ISBN 13

9781629597904

Applying Data Science

Business Case Studies Using SAS

By: Gerhard Svolba

Write a review Read reviews Take a Quiz Solve Book Puzzle

Applying Data Science

Business Case Studies Using SAS

By: Gerhard Svolba

Average ratings

N/A

Write a review

Solve jigsaw puzzle

Age

Page Count

490

Publisher

SAS Institute

Published Date

ISBN 10

1635260566

ISBN 13

9781635260564

Data Preparation for Analytics Using SAS

By: Gerhard Svolba

Write a review Read reviews Take a Quiz Solve Book Puzzle

Data Preparation for Analytics Using SAS

By: Gerhard Svolba

Average ratings

N/A

Write a review

Solve jigsaw puzzle

Age

Page Count

373

Publisher

SAS Institute

Published Date

ISBN 10

1629597902

ISBN 13

9781629597904

Book's by Gerhard Svolba

Data Quality for Analytics Using SAS

Data Quality for Analytics Using SAS

Data Quality for Analytics Using SAS

Data Quality for Analytics Using SAS

Applying Data Science

Applying Data Science

Data Preparation for Analytics Using SAS

Data Preparation for Analytics Using SAS

Applying Data Science

Applying Data Science

Data Preparation for Analytics Using SAS

Data Preparation for Analytics Using SAS

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