Handbook of statistical analysis and data mining applications – Ebook PDF Instant Delivery – ISBN(s): 9780124166325,0124166326
Product details:
- ISBN-10 : 0124166326
- ISBN-13 : 978-0124166325
- Author: Ken Yale, Robert Nisbet, Gary D. Miner
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. The handbook helps users discern technical and business problems, understand the strengths and weaknesses of modern data mining algorithms and employ the right statistical methods for practical application.
Table contents:
Part I: History of Phases of Data Analysis, Basic Theory, and the Data Mining Process
Part II: The Algorithms and Methods in Data Mining and Predictive Analytics and Some Domain Areas
Part III: Tutorials and Case Studies
Part IV: Model Ensembles, Model Complexity; Using the Right Model for the Right Use, Significance, Ethics, and The Future, and Advanced Processes
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