Essentials of Business Analytics : an Introduction to the Methodology and its Applications /: an Introduction to the Methodology and its Applications. (2019)

• Record Type: Book
• Further Information: Note: Edited by Bhimasankaram Pochiraju, Sridhar Seshadri.
• Editors: Pochiraju, Bhimasankaram; Seshadri, Sridhar
• Contents: 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.-
• Publisher Details: Cham : Springer
• Publication Date: 2019
• Extent: 1 online resource (xvi, 980 pages), illustrations (some color)
• Subjects: 658.40301; Commercial statistics; Commercial statistics; Electronic books
• Languages: English
• ISBNs: 9783319688374; 3319688375
• Access Rights: Legal Deposit; Only available on premises controlled by the deposit library and to one user at any one time; The Legal Deposit Libraries (Non-Print Works) Regulations (UK).
• Access Usage: Restricted: Printing from this resource is governed by The Legal Deposit Libraries (Non-Print Works) Regulations (UK) and UK copyright law currently in force.