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Disruptive Analytics: Charting Your Strategy for Next-Generation Business Analytics

✍ Scribed by Thomas W. Dinsmore (auth.)


Publisher
Apress
Year
2016
Tongue
English
Leaves
276
Edition
1
Category
Library

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No coin nor oath required. For personal study only.

✦ Synopsis


Learn all you need to know about seven key innovations disrupting business analytics today. These innovationsβ€”the open source business model, cloud analytics, the Hadoop ecosystem, Spark and in-memory analytics, streaming analytics, Deep Learning, and self-service analyticsβ€”are radically changing how businesses use data for competitive advantage. Taken together, they are disrupting the business analytics value chain, creating new opportunities.

Enterprises who seize the opportunity will thrive and prosper, while others struggle and decline: disrupt or be disrupted. Disruptive Business Analytics provides strategies to profit from disruption. It shows you how to organize for insight, build and provision an open source stack, how to practice lean data warehousing, and how to assimilate disruptive innovations into an organization.

Through a short history of business analytics and a detailed survey of products and services, analytics authority Thomas W. Dinsmore provides a practical explanation of the most compelling innovations available today.

What You'll Learn

  • Discover how the open source business model works and how to make it work for you
  • See how cloud computing completely changes the economics of analytics
  • Harness the power of Hadoop and its ecosystem
  • Find out why Apache Spark is everywhere
  • Discover the potential of streaming and real-time analytics
  • Learn what Deep Learning can do and why it matters
  • See how self-service analytics can change the way organizations do business
Who This Book Is For

Corporate actors at all levels of responsibility for analytics: analysts, CIOs, CTOs, strategic decision makers, managers, systems architects, technical marketers, product developers, IT personnel, and consultants.

✦ Table of Contents


Front Matter....Pages i-xvii
Fundamentals....Pages 1-21
A Short History of Analytics....Pages 23-46
Open Source Analytics....Pages 47-71
The Hadoop Ecosystem....Pages 73-96
In-Memory Analytics....Pages 97-116
Streaming Analytics....Pages 117-144
Analytics in the Cloud....Pages 145-167
Machine Learning....Pages 169-198
Self-Service Analytics....Pages 199-230
Handbook for Managers....Pages 231-251
Back Matter....Pages 253-262

✦ Subjects


Business Information Systems;Business and Management, general;Knowledge Management;Data Mining and Knowledge Discovery;Information Storage and Retrieval;Simulation and Modeling


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