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Handbook of statistical analysis and data mining applications /
Handbook of Statistical Analysis and Data Mining Applications, Second Edition, is a comprehensive professional reference book that guides business analysts, scientists, engineers and researchers, both academic and industrial, through all stages of data analysis, model building and implementation. Th...
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| Other Authors: | , |
| Format: | Printed Book |
| Language: | English |
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United Kingdom :
Academic Press,
2018
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| Edition: | 2nd ed. |
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Table of Contents:
- History of phases of data analysis, basic theory, and the data mining process
- The algorithms and methods in data mining and predictive analytics and some domain areas
- Tutorials and case studies
- Models ensembles, model complexity; using the right model for the right use, significance, ethics, and the future and advanced processes.