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Data Mining Models, Second Edition.
Data mining has become the fastest growing topic of interest in business programs in the past decade. This book is intended to describe the benefits of data mining in business, the process and typical business applications, the workings of basic data mining models, and demonstrate each with widely a...
| Clasificación: | Libro Electrónico |
|---|---|
| Autor principal: | |
| Formato: | Electrónico eBook |
| Idioma: | Inglés |
| Publicado: |
New York :
Business Expert Press,
2018.
|
| Temas: | |
| Acceso en línea: | Texto completo |
MARC
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| 100 | 1 | |a Olson, David L. | |
| 245 | 1 | 0 | |a Data Mining Models, Second Edition. |
| 260 | |a New York : |b Business Expert Press, |c 2018. | ||
| 300 | |a 1 online resource (184 pages) | ||
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| 588 | 0 | |a Print version record. | |
| 505 | 0 | |a Cover; Contents; Acknowledgments; Chapter 1: Data Mining in Business; Chapter 2: Business Data Mining Tools; Chapter 3: Data Mining Processes and Knowledge Discovery; Chapter 4: Overview of Data Mining Techniques; Chapter 5: Data Mining Software; Chapter 6: Regression Algorithms in Data Mining; Chapter 7: Neural Networks in Data Mining; Chapter 8: Decision Tree Algorithms; Chapter 9: Scalability; Notes; References; Index; Adpage; Backcover. | |
| 520 | 3 | |a Data mining has become the fastest growing topic of interest in business programs in the past decade. This book is intended to describe the benefits of data mining in business, the process and typical business applications, the workings of basic data mining models, and demonstrate each with widely available free software. The book focuses on demonstrating common business data mining applications. It provides exposure to the data mining process, to include problem identification, data management, and available modeling tools. The book takes the approach of demonstrating typical business data sets with open source software. KNIME is a very easy-to-use tool, and is used as the primary means of demonstration. R is much more powerful and is a commercially viable data mining tool. We also demonstrate WEKA, which is a highly useful academic software, although it is difficult to manipulate test sets and new cases, making it problematic for commercial use. | |
| 590 | |a ProQuest Ebook Central |b Ebook Central Academic Complete | ||
| 650 | 0 | |a Data mining. | |
| 650 | 0 | |a Business |x Data processing. | |
| 650 | 2 | |a Data Mining | |
| 650 | 6 | |a Exploration de données (Informatique) | |
| 650 | 6 | |a Gestion |x Informatique. | |
| 650 | 7 | |a COMPUTERS |x General. |2 bisacsh | |
| 650 | 7 | |a Business |x Data processing |2 fast | |
| 650 | 7 | |a Data mining |2 fast | |
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| 776 | 0 | 8 | |i Print version: |a Olson, David L. |t Data Mining Models, Second Edition. |d New York : Business Expert Press, ©2018 |z 9781948580496 |
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