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Applied predictive analytics :principles and techniques for the professional data analyst /

紀錄類型:	書目-語言資料,印刷品 : 單行本
正題名/作者:	Applied predictive analytics :/ Dean Abbott.
其他題名:	principles and techniques for the professional data analyst /
作者:	Abbott, Dean.
出版者:	Indianapolis, IN :Wiley,c2014.
面頁冊數:	xxiv, 427 p. :ill. ;24 cm.
附註:	Includes index.
標題:	Business planning - Mathematical models. -
ISBN:	9781118727966 (pbk.) :
ISBN:	1118727967 (pbk.)
ISBN:	9781118727935 (ebk.)
ISBN:	1118727932 (ebk.)
ISBN:	9781118727690 (ebk.)
ISBN:	111872769X (ebk.)

Applied predictive analytics :principles and techniques for the professional data analyst /
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245 1 0 $a Applied predictive analytics : $b principles and techniques for the professional data analyst / $c Dean Abbott.
260 $a Indianapolis, IN : $b Wiley, $c c2014.
300 $a xxiv, 427 p. : $b ill. ; $c 24 cm.
500 $a Includes index.
505 0 $a Overview of predictive analysis -- Setting up the problem -- Data understanding -- Data preparation -- Item sets and association rules -- Descriptive modeling -- Interpreting descriptive models -- Predictive modeling -- Assessing predictive models -- Model ensembles -- Text mining -- Model deployment -- Case studies.
520 $a Learn the art and science of predictive analytics - techniques that get results. Predictive analytics is what translates big data into meaningful, usable business information. Written by a leading expert in the field, this guide examines the science of the underlying algorithms as well as the principles and best practices that govern the art of predictive analytics. It clearly explains the theory behind predictive analytics, teaches the methods, principles, and techniques for conducting predictive analytics projects, and offers tips and tricks that are essential for successful ..
650 0 $a Business planning $x Mathematical models. $3 1000003187
650 0 $a Decision making $x Mathematical models. $3 153914
650 0 $a Management $x Mathematical models. $3 160250
650 0 $a Data mining. $3 147024
650 0 $a Business $x Data processing. $3 147026
650 0 $a Business planning $x Data processing. $3 1000003188