Business intelligence, analytics, data science, and AI : a managerial perspective /
Ramesh Sharda
Bok · Engelsk · 2024
| Medvirkende | |
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| Omfang | 732 sidor : illustrationer
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| Utgave | Fifth edition, Global edition
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| Opplysninger | An Overview of Business Intelligence, Analytics, Data Science, and AI Artificial Intelligence: Concepts, Drivers, Major Technologies, and Business Applications Descriptive Analytics I: Nature of Data, Big Data, and Statistical Modeling Descriptive Analytics II: Business Intelligence Data Warehousing, and Visualization Predictive Analytics I: Data Mining Process, Methods, and Algorithms Predictive Analytics II: Text, Web, and Social Media Analytics Deep Learning and Cognitive Computing Prescriptive Analytics: Optimization and Simulation Landscape of Business Analytics Tools AI-Based Trends in Analytics and Data Science Ethical, Privacy, and Managerial Considerations in Analytics. - Previous edition: 2018. - Business Intelligence, Analytics, Data Science, and AI is your guide to the business-related impact of artificial intelligence, data science and analytics, designed to prepare you for a managerial role. The text's vignettes and cases feature modern companies and non-profit organizations and illustrate capabilities, costs and justifications of BI across various business units. With coverage of many data science/AI applications, you'll explore tools, then learn from various organizations' experiences employing such applications. Ample hands-on practice is provided, can be completed with a range of software, and will help you use analytics as a future manager. The 5th Edition integrates the fully updated content of Analytics, Data Science, and Artificial Intelligence, 11/e and Business Intelligence, Analytics, and Data Science, 4/e into one textbook, strengthened by 4 new chapters that will equip you for today's analytics and AI tech, such as ChatGPT. Examples explore analytics in sports, gaming, agriculture and "data for good."
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| Emner | |
| Dewey | |
| ISBN | 1292459298. - 9781292459295
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