Solution Manual for Essentials of Business Analytics, 1st Edition

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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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