Implementing Analytics

A Blueprint for Design, Development, and Adoption

By
  • Nauman Sheikh, Nauman Sheikh is a veteran of the data architecture profession who has built dozens of large scale operational and data warehouse systems over the last 17 years.

Analytics is considered a high-end approach for data analysis requiring expensive software packages and PhDs in Mathematics or Statistics. That has been the primary reason behind limited adoption of analytics in an enterprise. Only a few well understood and specialized areas make use of analytics like Risk and CRM. This book attempts to demystify the access, availability and application of analytics and breaks its implementation down to repeatable and manageable steps for mainstream project and IT managers so its adoption can be widespread across all functions of an organization. Implementing Analytics also explains the toolsets available for smaller scale projects and suggests numerous applications where analytics projects can deliver value. The sampling of analytics application spans numerous industries providing ideas to professionals in all established industry verticals.

Paperback, 350 Pages

Published: June 2013

Imprint: Morgan Kaufmann

ISBN: 978-0-12-401696-5

Contents

  • 1. Introduction

    2. What is Analytics?

    3. Analytics Project Lifecycle

    4. Analytics Project Business Case

    5. Analytics Project Architecture

    6. Analytics Project Team

    7. Analytics Project Development Methodology

    8. Existing Technology

    9. Specialized Databases

    10. Statistical Tools

    11. Scoring and Rating Engine

    12. Strategy Design Tool

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