Predictive Analysis with SAP: The Comprehensive Guide (SAP PRESS: englisch) - Hardcover

MacGregor, John

Hardcover

ISBN 10: 1592299156 ISBN 13: 9781592299157

Verlag: SAP PRESS, 2014

Inhaltsangabe

Today’s businesses are driven by data. Unlock the potential of your structured and unstructured data, anticipate market changes, and drive decision making with this comprehensive guide to SAP Predictive Analysis tools―SAP Predictive Analysis module, the PAL Library, R Integration, and SAP HANA. Filled with simple examples, customer case studies, and explanations of the business benefits, this book helps you navigate the complex predictive analysis process. From cluster analysis to text analysis, transform your raw data into improved business process.

1. Predictive Analysis Overview Learn what predictive analysis is, the practical business value that it provides, and the tools in SAP that support it.

2. Algorithm Selection Choose the right algorithm for your needs and understand the strengths and weaknesses of each algorithm and method of predictive analysis.

3. Predictive Analysis Applied Simplify the complex predictive analysis process and learn how to apply predictive analysis with practical examples, case studies, and business explanations.

4. Data Visualized Learn how to investigate large amounts of data via useful and comprehensive visualizations, and share the analysis with ease!

5. Jump-start Your Analysis Full code listings are provided to help facilitate your using the SAP HANA Predictive Analysis Library (PAL), including data sets and parameter settings required for the analysis.

Highlights include:

• Predictive Analysis Library (PAL) in SAP HANA
• The R Integration for SAP HANA
• SAP Predictive Analysis (PA)
• Data and text mining
• Outlier analysis
• Association analysis
• Cluster analysis
• Classification analysis
• Regression analysis
• Decision tree analysis
• Time-series analysis
• Text analysis and text mining

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Über die Autorin bzw. den Autor

John MacGregor has over 30 years of practical business and teaching experience in the world of predictive analysis. He has worked at Unilever, lectured at the University of London, and served as the Master’s program chair. He developed the Statistical Analysis module for Pilot EIS product and Data Mining for Pilot Software, OLAP Server; was a founding member of the Data Mining team in Gentia Software, UK; and was a product and partner manager for KXEN and then for SPSS/IBM in BOBJ/SAP. He has run several software companies both in the UK and Australia and was the key driver in the creation of the SAP Predictive Analysis product. Jon is currently the vice president and head of the Centre of Predictive Analysis for SAP HANA. John regularly presents at SAPPHIRE, TechEd, ASUG and Predictive Analysis World, and writes a predictive analysis newsletter

Details zur Ausgabe

• Verlag: SAP PRESS
• Erscheinungsdatum: 2014
• Sprache: Englisch
• ISBN 10: 1592299156
• ISBN 13: 9781592299157
• Einband: Gebundene Ausgabe
• Auflage: 1
• Anzahl der Seiten: 525
• Kontakt zum Hersteller: Rheinwerk Verlag GmbH; service@rheinwerk-verlag.de; ; Rheinwerkallee 4; Bonn; 53229; Deutschland