Front Matter
Part I: Introduction
Chapter 1: An Overview of Business Intelligence, Analytics, Data Science, and Al
Chapter 2: Artificial Intelligence: Concepts, Drivers, Major Technologies, and Business Applications
Part II: Descriptive Analytics
Chapter 3: Descriptive Analytics I: Nature of Data, Big Data, and Statistical Modeling
Chapter 4: Descriptive Analytics II: Business Intelligence Data Warehousing, and Visualization
Part III: Predictive Analytics
Chapter 5: Predictive Analytics I: Data Mining Process, Methods, and Algorithms
Chapter 6: Predictive Analytics II: Text, Web, and Social Media Analytics
Chapter 7: Deep Learning and Cognitive Computing
Part IV: Prescriptive Analytics
Chapter 8: Prescriptive Analytics: Optimization and Simulation
Part V: Software and Trends
Chapter 9: Landscape of Business Analytics Tools
Chapter 10: Al-Based Trends in Analytics and Data Science
Chapter 11: Ethical, Privacy, and Managerial Considerations in Analytics
Glossary

*The digital edition does not include access codes to additional material or programs mentioned in the book.