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Dedication
by Mike Barlow
Learning to Love Data Science
Foreword
Editor’s Note
Preface
Safari® Books Online
How to Contact Us
Acknowledgments
1. The Culture of Big Data Analytics
It’s Not Just About Numbers
Playing by the Rules
No Bucks, No Buck Rogers
Operationalizing Predictability
Assembling the Team
Fitting In
2. Data and Social Good
Hearts of Gold
Structuring Opportunities for Philanthropy
Telling the Story with Analytics
Data as a Pillar of Modern Democracy
No Strings Attached, but Plenty of Data
Collaboration Is Fundamental
Conclusion
3. Will Big Data Make IT Infrastructure Sexy Again?
Moore’s Law Meets Supply and Demand
Change Is Difficult
Meanwhile, Back at the Ranch…
Throwing Out the Baby with the Bathwater?
API-ifiying the Enterprise
Beyond Infrastructure
Can We Handle the Truth?
4. When Hardware Meets Software
Welcome to the Age of Indie Hardware
Mindset and Culture
Tigers Pacing in a Cage
Hardware Wars
Does This Mean I Need to Buy a Lathe?
Obstacles, Hurdles, and Brighter Street Lighting
5. Real-Time Big Data Analytics
Oceans of Data, Grains of Time
How Fast Is Fast?
How Real Is Real Time?
The RTBDA Stack
The Five Phases of Real Time
How Big Is Big?
Part of a Larger Trend
6. Big Data and the Evolving Role of the CIO
A Radical Shift in Focus and Perspective
Getting from Here to There
Behind and Beyond the Application
Investing in Big Data Infrastructure
Does the CIO Still Matter?
From Capex to Opex
A More Nimble Mindset
Looking to the Future
Now Is the Time to Prepare
7. Building Functional Teams for the IoT Economy
A More Fluid Approach to Team Building
Raising the Bar on Collaboration
Worlds Within Worlds
Supply Chain to Mars
Rethinking Manufacturing from the Ground Up
Viva la Revolución?
8. Predictive Maintenance: A World of Zero Unplanned Downtime
Breaking News
Looking at the Numbers
Preventive Versus Predictive
Follow the Money
Not All Work Is Created Equal
Building a Foundation
It’s Not All About Heavy Machinery
The Future of Maintenance
9. Can Data Security and Rapid Business Innovation Coexist?
Finding a Balance
Unscrambling the Eggs
Avoiding the “NoSQL, No Security” Cop-Out
Anonymize This!
Replacing Guidance with Rules
Not to Pass the Buck, but…
10. The Last Mile of Analytics: Making the Leap from Platforms to Tools
Inching Closer to the Front Lines
The Future Is So Yesterday
Above and Beyond BI
Moving into the Mainstream
Transcending Data
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Learning to Love Data Science
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Foreword
Dedication
For Darlene, Janine, and Paul
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