Das, Subrata Kumar creator text bibliography flu Boca Raton CRC Press, Taylor & Francis Group c2014 2014 2014 monographic eng

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xxiv, 490 pages : illustrations ; 24 cm. Chapter 1. Analytics background and architectures -- chapter 2. Mathematical and statistical preliminaries -- chapter 3. Statistics for descriptive analytics -- chapter 4. Bayesian probability and inference -- chapter 5. Inferential statistics and predictive analytics -- chapter 6. Artificial intelligence for symbolic analytics -- chapter 7. Probabilistic graphical modeling -- chapter 8. Decision support and prescriptive analytics -- chapter 9. Time series modeling and forecasting -- chapter 10. Monte Carlo simulation -- chapter 11. Cluster analysis and segmentation -- chapter 12. Machine learning for analytics models -- chapter 13. Unstructured data and text analytics -- chapter 14. Semantic web -- chapter 15. Analytics tools -- chapter 16. Analytics case studies. Subrata Das Machine Analytics, Inc. Belmont, Massachusetts, USA. Includes bibliographical references (pages 463-477) and index. CSE Business intelligence Data processing Strategic planning Data processing Business Computer programs Business requirements analysis Computer science HD38.7 .D37 2014 658.472 1439890706 9781439890707 2013478678 Ayesha Abed Library CDX 180916 20211109102537.0 33752 eng