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Analytics for the Internet of Things (IoT)

You're reading from   Analytics for the Internet of Things (IoT) Intelligent analytics for your intelligent devices

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Product type Paperback
Published in Jul 2017
Publisher Packt
ISBN-13 9781787120730
Length 378 pages
Edition 1st Edition
Languages
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Author (1):
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Andrew Minteer Andrew Minteer
Author Profile Icon Andrew Minteer
Andrew Minteer
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Table of Contents (20) Chapters Close

Title Page
Credits
About the Author
About the Reviewer
www.PacktPub.com
Customer Feedback
Preface
1. Defining IoT Analytics and Challenges FREE CHAPTER 2. IoT Devices and Networking Protocols 3. IoT Analytics for the Cloud 4. Creating an AWS Cloud Analytics Environment 5. Collecting All That Data - Strategies and Techniques 6. Getting to Know Your Data - Exploring IoT Data 7. Decorating Your Data - Adding External Datasets to Innovate 8. Communicating with Others - Visualization and Dashboarding 9. Applying Geospatial Analytics to IoT Data 10. Data Science for IoT Analytics 11. Strategies to Organize Data for Analytics 12. The Economics of IoT Analytics 13. Bringing It All Together

Chapter 10. Data Science for IoT Analytics

"Revenues are up 5% due to your little geospatial search trick," the VP of Connected Services says, "You know your former boss's position is still open. Maybe we should fill it from the inside..."

Your pulse quickens, you were hoping he might come to this conclusion. You deserve a promotion after what your analytics has brought to the company. You now have one person working for you focusing on geospatial analysis. You can just imagine what you could do with a whole team.

"There is something that we have been toying around with though," he continues, "With all this data we are collecting, we should be able to tap into machine learning models to predict equipment failures. Some think we should be hiring an outside consulting company to handle all of it. Sounds expensive to me. I sure wish we could coordinate this ourselves, work with data scientists of our own choosing... know anyone that might be up to it?"

He winks and walks off, hands behind his...

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