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Handbook of Statistical Analysis and Data Mining Applications 在线电子书 pdf 下载 txt下载 epub 下载 mobi 下载 2024

Handbook of Statistical Analysis and Data Mining Applications

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简体网页||繁体网页

Robert Nisbet 作者

Academic Press

译者

2009-6-5 出版日期

864 页数

USD 92.95 价格

Hardcover

丛书系列

9780123747655 图书编码

Handbook of Statistical Analysis and Data Mining Applications 在线电子书图书标签: 数据挖掘机器学习网络挖掘电子书数学基础大数据信息检索 database

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Handbook of Statistical Analysis and Data Mining Applications 在线电子书著者简介

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The Handbook of Statistical Analysis and Data Mining Applications 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 one discern the technical and business problem, understand the strengths and weaknesses of modern data mining algorithms, and employ the right statistical methods for practical application. Use this book to address massive and complex datasets with novel statistical approaches and be able to objectively evaluate analyses and solutions. It has clear, intuitive explanations of the principles and tools for solving problems using modern analytic techniques, and discusses their application to real problems, in ways accessible and beneficial to practitioners across industries - from science and engineering, to medicine, academia and commerce. This handbook brings together, in a single resource, all the information a beginner will need to understand the tools and issues in data mining to build successful data mining solutions. Written "By Practitioners for Practitioners"

Non-technical explanations build understanding without jargon and equations

Tutorials in numerous fields of study provide step-by-step instruction on how to use supplied tools to build models using Statistica, SAS and SPSS software

Practical advice from successful real-world implementations

Includes extensive case studies, examples, MS PowerPoint slides and datasets

CD-DVD with valuable fully-working 90-day software included: "Complete Data Miner - QC-Miner - Text Miner" bound with book

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