Business Analytics
Autor Arul Mishra, Himanshu Mishraen Limba Engleză Paperback – 15 mar 2024
Preț: 672.79 lei
Preț vechi: 873.76 lei
-23%
Puncte Express: 1009
Preț estimativ în valută:
119.09€ • 138.33$ • 103.18£
119.09€ • 138.33$ • 103.18£
Carte indisponibilă temporar
Doresc să fiu notificat când acest titlu va fi disponibil:
Se trimite...
Preluare comenzi: 021 569.72.76
Specificații
ISBN-13: 9781071815236
ISBN-10: 1071815237
Pagini: 344
Dimensiuni: 187 x 231 x 2 mm
Greutate: 0.68 kg
Ediția:1
Editura: SAGE Publications
ISBN-10: 1071815237
Pagini: 344
Dimensiuni: 187 x 231 x 2 mm
Greutate: 0.68 kg
Ediția:1
Editura: SAGE Publications
Cuprins
Part 1. Business Environment Analytics
Chapter 1: The external environment of a business
Chapter 2: Monitoring the Macroeconomic Environment
Chapter 3: Monitoring the Competitive Environment using Principal Component Analysis
Chapter 4: Monitoring the Social Environment using Text Analysis
Part 2. Marketing Analytics
Chapter 5: Market Segmentation using Clustering Algorithms
Chapter 6: Predicting Price with Neural Nets
Chapter 7: Advertising and Branding with A/B Testing
Chapter 8: Customer Analytics using Neural Nets
Part 3. Financial and Accounting Analytics
Chapter 9: Loan Charge-off Prediction using an Explainable Model
Chapter 10: Analyzing Financial Performance with LASSO
Chapter 11: Forensic Accounting using Outlier Detection Algorithms
Part 4. Operations and Supply Chain Analytics
Chapter 12: Predicting Decision Uncertainty using Random Forests
Chapter 13: Predicting Employee Satisfaction using Boosted Decision Trees
Chapter 14: New Product Development with A/B Testing
Part 5. Business Ethics and Analytics
Chapter 15: Fairness in Business Analytics
Part 6. Technical Appendix
Chapter 1: The external environment of a business
Chapter 2: Monitoring the Macroeconomic Environment
Chapter 3: Monitoring the Competitive Environment using Principal Component Analysis
Chapter 4: Monitoring the Social Environment using Text Analysis
Part 2. Marketing Analytics
Chapter 5: Market Segmentation using Clustering Algorithms
Chapter 6: Predicting Price with Neural Nets
Chapter 7: Advertising and Branding with A/B Testing
Chapter 8: Customer Analytics using Neural Nets
Part 3. Financial and Accounting Analytics
Chapter 9: Loan Charge-off Prediction using an Explainable Model
Chapter 10: Analyzing Financial Performance with LASSO
Chapter 11: Forensic Accounting using Outlier Detection Algorithms
Part 4. Operations and Supply Chain Analytics
Chapter 12: Predicting Decision Uncertainty using Random Forests
Chapter 13: Predicting Employee Satisfaction using Boosted Decision Trees
Chapter 14: New Product Development with A/B Testing
Part 5. Business Ethics and Analytics
Chapter 15: Fairness in Business Analytics
Part 6. Technical Appendix