Essentials of Business Analytics (Record no. 17783)
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| 000 -LEADER | |
|---|---|
| fixed length control field | 04826nam a22005535i 4500 |
| 001 - CONTROL NUMBER | |
| control field | 978-3-319-68837-4 |
| 003 - CONTROL NUMBER IDENTIFIER | |
| control field | DE-He213 |
| 005 - DATE AND TIME OF LATEST TRANSACTION | |
| control field | 20200712170723.0 |
| 007 - PHYSICAL DESCRIPTION FIXED FIELD--GENERAL INFORMATION | |
| fixed length control field | cr nn 008mamaa |
| 008 - FIXED-LENGTH DATA ELEMENTS--GENERAL INFORMATION | |
| fixed length control field | 190710s2019 gw | s |||| 0|eng d |
| 020 ## - INTERNATIONAL STANDARD BOOK NUMBER | |
| International Standard Book Number | 9783319688374 |
| -- | 978-3-319-68837-4 |
| 024 7# - OTHER STANDARD IDENTIFIER | |
| Standard number or code | 10.1007/978-3-319-68837-4 |
| Source of number or code | doi |
| 050 #4 - LIBRARY OF CONGRESS CALL NUMBER | |
| Classification number | HD30.23 |
| 072 #7 - SUBJECT CATEGORY CODE | |
| Subject category code | KJT |
| Source | bicssc |
| 072 #7 - SUBJECT CATEGORY CODE | |
| Subject category code | BUS049000 |
| Source | bisacsh |
| 072 #7 - SUBJECT CATEGORY CODE | |
| Subject category code | KJT |
| Source | thema |
| 072 #7 - SUBJECT CATEGORY CODE | |
| Subject category code | KJMD |
| Source | thema |
| 082 04 - DEWEY DECIMAL CLASSIFICATION NUMBER | |
| Classification number | 658.40301 |
| Edition number | 23 |
| 245 10 - TITLE STATEMENT | |
| Title | Essentials of Business Analytics |
| Medium | [electronic resource] : |
| Remainder of title | An Introduction to the Methodology and its Applications / |
| Statement of responsibility, etc | edited by Bhimasankaram Pochiraju, Sridhar Seshadri. |
| 250 ## - EDITION STATEMENT | |
| Edition statement | 1st ed. 2019. |
| 264 #1 - | |
| -- | Cham : |
| -- | Springer International Publishing : |
| -- | Imprint: Springer, |
| -- | 2019. |
| 300 ## - PHYSICAL DESCRIPTION | |
| Extent | XVI, 980 p. 278 illus., 191 illus. in color. |
| Other physical details | online resource. |
| 336 ## - | |
| -- | text |
| -- | txt |
| -- | rdacontent |
| 337 ## - | |
| -- | computer |
| -- | c |
| -- | rdamedia |
| 338 ## - | |
| -- | online resource |
| -- | cr |
| -- | rdacarrier |
| 347 ## - | |
| -- | text file |
| -- | |
| -- | rda |
| 490 1# - SERIES STATEMENT | |
| Series statement | International Series in Operations Research & Management Science, |
| International Standard Serial Number | 0884-8289 ; |
| Volume number/sequential designation | 264 |
| 505 0# - FORMATTED CONTENTS NOTE | |
| Formatted contents note | 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.-. |
| 520 ## - SUMMARY, ETC. | |
| Summary, etc | This 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. |
| 650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM | |
| Topical term or geographic name as entry element | Operations research. |
| 650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM | |
| Topical term or geographic name as entry element | Decision making. |
| 650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM | |
| Topical term or geographic name as entry element | Statistics . |
| 650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM | |
| Topical term or geographic name as entry element | Big data. |
| 650 14 - SUBJECT ADDED ENTRY--TOPICAL TERM | |
| Topical term or geographic name as entry element | Operations Research/Decision Theory. |
| -- | http://scigraph.springernature.com/things/product-market-codes/521000 |
| 650 24 - SUBJECT ADDED ENTRY--TOPICAL TERM | |
| Topical term or geographic name as entry element | Statistics for Business, Management, Economics, Finance, Insurance. |
| -- | http://scigraph.springernature.com/things/product-market-codes/S17010 |
| 650 24 - SUBJECT ADDED ENTRY--TOPICAL TERM | |
| Topical term or geographic name as entry element | Big Data/Analytics. |
| -- | http://scigraph.springernature.com/things/product-market-codes/522070 |
| 700 1# - ADDED ENTRY--PERSONAL NAME | |
| Personal name | Pochiraju, Bhimasankaram. |
| Relator term | editor. |
| Relator code | edt |
| -- | http://id.loc.gov/vocabulary/relators/edt |
| 700 1# - ADDED ENTRY--PERSONAL NAME | |
| Personal name | Seshadri, Sridhar. |
| Relator term | editor. |
| Relator code | edt |
| -- | http://id.loc.gov/vocabulary/relators/edt |
| 710 2# - ADDED ENTRY--CORPORATE NAME | |
| Corporate name or jurisdiction name as entry element | SpringerLink (Online service) |
| 773 0# - HOST ITEM ENTRY | |
| Title | Springer eBooks |
| 776 08 - ADDITIONAL PHYSICAL FORM ENTRY | |
| Display text | Printed edition: |
| International Standard Book Number | 9783319688367 |
| 776 08 - ADDITIONAL PHYSICAL FORM ENTRY | |
| Display text | Printed edition: |
| International Standard Book Number | 9783319688381 |
| 776 08 - ADDITIONAL PHYSICAL FORM ENTRY | |
| Display text | Printed edition: |
| International Standard Book Number | 9783030447755 |
| 830 #0 - SERIES ADDED ENTRY--UNIFORM TITLE | |
| Uniform title | International Series in Operations Research & Management Science, |
| -- | 0884-8289 ; |
| Volume number/sequential designation | 264 |
| 856 40 - ELECTRONIC LOCATION AND ACCESS | |
| Uniform Resource Identifier | <a href="https://doi.org/10.1007/978-3-319-68837-4">https://doi.org/10.1007/978-3-319-68837-4</a> |
| 912 ## - | |
| -- | ZDB-2-BUM |
| 942 ## - ADDED ENTRY ELEMENTS (KOHA) | |
| Koha item type | |
No items available.