Instant download Solution Manual for Essentials of Business Analytics, 1st Edition pdf docx epub after payment.
Product details:
- ISBN-10 : 9781285187273
- ISBN-13 : 978-1285187273
- Author: Jeffrey D. Camm; James J. Cochran; Michael J. Fry
This book provides coverage over the full range of analytics–descriptive, predictive, prescriptive–not covered by any other single book. It includes step-by-step instructions to help students learn how to use Excel and powerful but easy to use Excel add-ons such as XL Miner for data mining and Analytic Solver Platform for optimization and simulation.
Table of 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.-.
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