Applied Data Mining for Business Analytics
6+ Hours of Video Instruction The hands-on video guide to using data mining to enable timely, actionable, evidence-based decision-making throughout your organization! Description This easy video tutorial is the fastest way to master modern data science best practices and use them to promote timely,...
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| Idioma: | Inglés |
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Pearson
2016.
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| Edición: | 1st edition |
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| Ver en Biblioteca Universitat Ramon Llull: | https://discovery.url.edu/permalink/34CSUC_URL/1im36ta/alma991009631065906719 |
| Sumario: | 6+ Hours of Video Instruction The hands-on video guide to using data mining to enable timely, actionable, evidence-based decision-making throughout your organization! Description This easy video tutorial is the fastest way to master modern data science best practices and use them to promote timely, evidence-based decision-making! Applied Data Mining LiveLessons demystifies current best practices, showing how to uncover hidden patterns and leverage them to improve all aspects of business performance. Drawing on extensive experience as a researcher, practitioner, and instructor, Dr. Dursun Delen shows you exactly how analytics and data mining work, why they’ve become so important, and how to apply them to your problems. Delen reviews key concepts, applications, and challenges; introduces advanced tools and technologies, including IBM Watson; and discusses privacy concerns associated with modern data mining. Next, he guides you through the entire data mining process, introducing KDD, CRISP-DM, SEMMA, and Six Sigma for data mining. You’ll watch him demonstrate prediction, classification, decision trees, and cluster analysis...key algorithms such as nearest neighbor...artificial neural networks...regression and time-series forecasting...text analytics and sentiment analysis...big data techniques, technologies, and more. In just hours, you’ll be ready to analyze huge volumes of data, discover crucial new insights, and make better, faster decisions! About the Instructor Dr. Dursun Delen is the William S. Spears and Neal Patterson Endowed Chairs in Business Analytics, Director of Research for the Center for Health Systems Innovation, and Professor of Management Science and Information Systems in the Spears School of Business at Oklahoma State University. As research scientist at Knowledge Based Systems Inc., he led numerous advanced analytics, decision support, and information systems research projects funded by DoD, NASA, NIST, and DOE. His research has appeared in Decision Support Systems, Communications of the ACM , and many other leading journals. His many recent books include Real World Data Mining: Applied Business Analytics and Decision Making and Advanced Data Mining Techniques . Delen co-chaired the 4th International Conference on Network Computing and Advanced Information Management and is the senior editor for Decision Science and Decision Support Systems . Skill Level Beginner to Intermediate What You Will Learn Core concepts of analytics,... |
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| Notas: | Title from title screen (Safari, viewed May 11, 2016). Release information from resource description page (Safari, viewed May 11, 2016). |
| Descripción Física: | 1 online resource (1 video file, approximately 6 hr., 26 min.) |
