E-book details

Analytics for the Internet of Things (IoT). Intelligent analytics for your intelligent devices

Analytics for the Internet of Things (IoT). Intelligent analytics for your intelligent devices

Andrew Minteer

Ebook
We start with the perplexing task of extracting value from huge amounts of barely intelligible data. The data takes a convoluted route just to be on the servers for analysis, but insights can emerge through visualization and statistical modeling techniques. You will learn to extract value from IoT big data using multiple analytic techniques.

Next we review how IoT devices generate data and how the information travels over networks. You’ll get to know strategies to collect and store the data to optimize the potential for analytics, and strategies to handle data quality concerns.

Cloud resources are a great match for IoT analytics, so Amazon Web Services, Microsoft Azure, and PTC ThingWorx are reviewed in detail next. Geospatial analytics is then introduced as a way to leverage location information. Combining IoT data with environmental data is also discussed as a way to enhance predictive capability. We’ll also review the economics of IoT analytics and you’ll discover ways to optimize business value.
By the end of the book, you’ll know how to handle scale for both data storage and analytics, how Apache Spark can be leveraged to handle scalability, and how R and Python can be used for analytic modeling.
  • 1. Defining IoT Analytics and Challenges
  • 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
  • Title: Analytics for the Internet of Things (IoT). Intelligent analytics for your intelligent devices
  • Author: Andrew Minteer
  • Original title: Analytics for the Internet of Things (IoT). Intelligent analytics for your intelligent devices
  • ISBN: 9781787127579, 9781787127579
  • Date of issue: 2017-07-24
  • Format: Ebook
  • Item ID: e_15mp
  • Publisher: Packt Publishing