Essentials of Business Analytics : An Introduction to the Methodology and its Applications

edited by Bhimasankaram Pochiraju, Sridhar Seshadri

Chapter 1. Introduction -- Chapter 2. Data Collection -- Chapter 3. Data Management – Relational Database Systems (RDBMS) -- Chapter 4. Big Data Management -- Chapter 5. Data Visualization -- Chapter 6. Statistical Methods-Basic inferences -- Chapter 7. Statistical Methods-Regression -- Chapter 8. Advanced Regression Analysis -- Chapter 9. Text Analytics -- Chapter 10. Simulation -- Chapter 11. Introduction to Optimization -- Chapter 12. Forecasting Analytics -- Chapter 13. Count Data Regression -- Chapter 14. Survival Analysis -- Chapter 15. Machine Learning (Unsupervised) -- Chapter 16. Machine Learning (Supervised) -- Chapter 17. Deep Learning -- Chapter 18. Retail Analytics -- Chapter 19. Marketing Analytics -- Chapter 20. Financial Analytics -- Chapter 21. Social Media and Web Analytics -- Chapter 22. Healthcare Analytics -- Chapter 23. Pricing Analytics -- Chapter 24. Supply Chain Analytics -- Chapter 25. Case study: Ideal Insurance -- Chapter 26. Case study: AAA Airline -- Chapter 27. Case study: Informedia Solutions -- Chapter 28. Appendix 1: Introduction to R -- Chapter 29. Appendix 2: Introduction to Python -- Chapter 30. Appendix 3: Probability and Statistics.-

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Year of publication:	2019 ; 1st ed. 2019
Other Persons:	Bhimasankaram, Pochiraju (ed.) ; Seshadri, Sridhar (ed.)
Publisher:	Cham : Springer
Subject:	Unternehmensanalyse \| Business analysis \| Betriebliche Kennzahl \| Financial ratio \| Management-Informationssystem \| Management information system
Description of contents:	Description [swbplus.bsz-bw.de]

Extent:	1 Online-Ressource (XVI, 980 p. 278 illus., 191 illus. in color)
Series:	International Series in Operations Research & Management Science ; 264 Springer eBook Collection Springer eBooks / Business and Management
Type of publication:	Book / Working Paper
Language:	English
ISBN:	978-3-319-68837-4 ; 978-3-319-68836-7
Other identifiers:	10.1007/978-3-319-68837-4 [DOI]
Classification:	Methoden und Techniken der Betriebswirtschaft
Source:	ECONIS - Online Catalogue of the ZBW

Persistent link: https://ebvufind01.dmz1.zbw.eu/10012398750