Essentials of Business Analytics

Essentials of Business Analytics

An Introduction to the Methodology and its Applications

Seshadri, Sridhar; Pochiraju, Bhimasankaram

Springer International Publishing AG

07/2019

980

Dura

Inglês

9783319688367

15 a 20 dias

2117

Descrição não disponível.

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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Business Analtyics;Big Data;Data Analysis;Data Visualization;Forecasting Analytics;Machine Learning;Text Mining