000899105 000__ 04035cam\a2200421Ii\4500
000899105 001__ 899105
000899105 005__ 20230306150201.0
000899105 006__ m\\\\\o\\d\\\\\\\\
000899105 007__ cr\nn\nnnunnun
000899105 008__ 190725s2019\\\\sz\\\\\\o\\\\\000\0\eng\d
000899105 019__ $$a1114078439
000899105 020__ $$a9783319688374$$q(electronic book)
000899105 020__ $$a3319688375$$q(electronic book)
000899105 0248_ $$a10.1007/978-3-319-68
000899105 035__ $$aSP(OCoLC)on1110252371
000899105 035__ $$aSP(OCoLC)1110252371$$z(OCoLC)1114078439
000899105 040__ $$aLQU$$beng$$erda$$cLQU$$dNOC$$dGW5XE
000899105 049__ $$aISEA
000899105 050_4 $$aHF1017
000899105 08204 $$a658.40301
000899105 24500 $$aEssentials of Business Analytics :$$bAn Introduction to the Methodology and its Applications /$$cedited by Bhimasankaram Pochiraju, Sridhar Seshadri.
000899105 264_1 $$aCham :$$bSpringer,$$c2019.
000899105 300__ $$a1 online resource (xvi, 980 pages) :$$billustrations.
000899105 336__ $$atext$$btxt$$2rdacontent
000899105 337__ $$acomputer$$bc$$2rdamedia
000899105 338__ $$aonline resource$$bcr$$2rdacarrier
000899105 4901_ $$aInternational series in operations research & management science ;$$vvolume 264
000899105 5050_ $$aChapter 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.
000899105 506__ $$aAccess limited to authorized users.
000899105 520__ $$aThis comprehensive edited volume is the first of its kind, designed to serve as a textbook for long-duration business analytics programs. It can also be used as a guide to the field by practitioners. The book has contributions from experts in top universities and industry. The editors have taken extreme care to ensure continuity across the chapters. The material is organized into three parts: A) Tools, B) Models and C) Applications. In Part A, the tools used by business analysts are described in detail. In Part B, these tools are applied to construct models used to solve business problems. Part C contains detailed applications in various functional areas of business and several case studies. Supporting material can be found in the appendices that develop the pre-requisites for the main text. Every chapter has a business orientation. Typically, each chapter begins with the description of business problems that are transformed into data questions; and methodology is developed to solve these questions. Data analysis is conducted using widely used software, the output and results are clearly explained at each stage of development. These are finally transformed into a business solution. The companion website provides examples, data sets and sample code for each chapter.
000899105 650_0 $$aCommercial statistics.
000899105 7001_ $$aPochiraju, Bhimasankaram,$$eeditor
000899105 7001_ $$aSeshadri, Sridhar,$$eeditor.
000899105 830_0 $$aInternational series in operations research & management science ;$$vv. 264.
000899105 852__ $$bebk
000899105 85640 $$3SpringerLink$$uhttps://univsouthin.idm.oclc.org/login?url=http://link.springer.com/10.1007/978-3-319-68837-4$$zOnline Access$$91397441.1
000899105 909CO $$ooai:library.usi.edu:899105$$pGLOBAL_SET
000899105 980__ $$aEBOOK
000899105 980__ $$aBIB
000899105 982__ $$aEbook
000899105 983__ $$aOnline
000899105 994__ $$a92$$bISE