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Applied data mining for business analytics /
"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 a...
| Clasificación: | Libro Electrónico |
|---|---|
| Formato: | Electrónico Video |
| Idioma: | Inglés |
| Publicado: |
[Place of publication not identified] :
Pearson FT Press,
2016.
|
| Temas: | |
| Acceso en línea: | Texto completo (Requiere registro previo con correo institucional) |
MARC
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| 003 | OCoLC | ||
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| 100 | 1 | |a Delen, Dursun, |e on-screen presenter. | |
| 245 | 1 | 0 | |a Applied data mining for business analytics / |c Dursun Delen. |
| 264 | 1 | |a [Place of publication not identified] : |b Pearson FT Press, |c 2016. | |
| 300 | |a 1 online resource (1 streaming video file (4 hr., 11 min., 41 sec.)) : |b digital, sound, color | ||
| 336 | |a two-dimensional moving image |b tdi |2 rdacontent | ||
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| 500 | |a Title from title screen (Safari, viewed May 11, 2016). | ||
| 500 | |a Release information from resource description page (Safari, viewed May 11, 2016). | ||
| 511 | 0 | |a On-screen presenter, Dursun Delen. | |
| 520 | |a "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!"--Resource description page. | ||
| 590 | |a O'Reilly |b O'Reilly Online Learning: Academic/Public Library Edition | ||
| 650 | 0 | |a Database marketing |x Software. | |
| 650 | 0 | |a Data mining. | |
| 650 | 0 | |a Decision making |x Data processing. | |
| 650 | 0 | |a R (Computer program language) | |
| 650 | 0 | |a Database management. | |
| 650 | 6 | |a Exploration de données (Informatique) | |
| 650 | 6 | |a Prise de décision |x Informatique. | |
| 650 | 6 | |a R (Langage de programmation) | |
| 650 | 6 | |a Bases de données |x Gestion. | |
| 650 | 7 | |a Data mining. |2 fast |0 (OCoLC)fst00887946 | |
| 650 | 7 | |a Database management. |2 fast |0 (OCoLC)fst00888037 | |
| 650 | 7 | |a Database marketing. |2 fast |0 (OCoLC)fst00888055 | |
| 650 | 7 | |a Decision making |x Data processing. |2 fast |0 (OCoLC)fst00889041 | |
| 650 | 7 | |a R (Computer program language) |2 fast |0 (OCoLC)fst01086207 | |
| 655 | 7 | |a Software. |2 fast |0 (OCoLC)fst01411640 | |
| 856 | 4 | 0 | |u https://learning.oreilly.com/videos/~/9780134212524/?ar |z Texto completo (Requiere registro previo con correo institucional) |
| 994 | |a 92 |b IZTAP | ||