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Implementing Analytics

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关注 过往记忆大数据 微信公众号,回复 3959 获取本书下载地址。

子标题:A Blueprint for Design, Development, and Adoption

Implementing Analytics
作者:
Nauman Sheikh
ISBN-10:
0124016960
出版年份:
2013
页数:
234
语言:
English
文件大小:
2.75 MB
文件格式:
PDF

图书描述

Implementing Analytics demystifies the concept, technology and application of analytics and breaks its implementation down to repeatable and manageable steps, making it possible for widespread adoption across all functions of an organization. Implementing Analytics simplifies and helps democratize a very specialized discipline to foster business efficiency and innovation without investing in multi-million dollar technology and manpower. A technology agnostic methodology that breaks down complex tasks like model design and tuning and emphasizes business decisions rather than the technology behind analytics.

* Simplifies the understanding of analytics from a technical and functional perspective and shows a wide array of problems that can be tackled using existing technology
* Provides a detailed step by step approach to identify opportunities, extract requirements, design variables and build and test models. It further explains the business decision strategies to use analytics models and provides an overview for governance and tuning
* Helps formalize analytics projects from staffing, technology and implementation perspectives
* Emphasizes machine learning and data mining over statistics and shows how the role of a Data Scientist can be broken down and still deliver the value by building a robust development process

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