Analytics, data science, & artificial intelligence : systems for decision support
Ramesh Sharda
Bok · Engelsk · 2021
| Originaltittel | [ Analytics, data science & artificial intelligence .] Engelsk
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| Medvirkende | |
| Omfang | 831 sider. : illustrasjoner, tabeller, figurer
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| Utgave | Eleventh edition, Global edition
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| Opplysninger | PART I: INTRODUCTION TO ANALYTICS AND AI1. An Overview of Business Analytics, Decision Support Systems, Business Intelligence, Data Science, and Artificial Intelligence2. Artificial Intelligence: Concepts, Drivers, Major Technologies, and Business Applications3. Nature of Data, Statistical Modeling, and VisualizationPART II: PREDICTIVE ANALYTICS AND MACHINE LEARNING4. Data Mining Process, Methods, and Applications5. Machine learning Techniques for Predictive Analytics6. Deep Learning and Cognitive Computing7. Text Mining, Sentiment Analysis, and Social AnalyticsPART III: PRESCRIPTIVE ANALYTICS AND BIG DATA8. Prescriptive Analytics with Optimization and Simulation9. Big Data, Location Analytics, and Cloud ComputingPART IV: ROBOTICS, SOCIAL NETWORKS, AI, AND IoT10. Robotics: Industrial and Consumer Applications11. Group Decision Making, Collaborative Systems, and AI Support12. Knowledge Systems: Expert Systems, Recommenders, Chatbots, Virtual Personal Assistants, and Robo Advisors13. The Internet of Things As a Platform for Intelligent ApplicationsPART V: CAVEATS OF ANALYTICS AND AI14. Implementation Issues: From Ethics and Privacy to Organizational and Societal Impacts. - "The purpose of this book is to introduce the reader to these technologies that are generally called analytics but have been known by other names. The core technology consists of DSS, BI, and various decision-making techniques. We use these terms interchangeably"-
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| Emner | Business intelligence.
Decision support systems. Expert systems (Computer science) Management - Data processing. beslutninger beslutningstaking ledelse |
| Dewey | |
| ISBN | 1292341556. - 9781292341552
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