Analytics for the Internet of Things (IoT) by Andrew Minteer

By Andrew Minteer

Break during the hype and easy methods to extract actionable intelligence from the flood of IoT data

About This Book

  • Make larger enterprise judgements and obtain larger keep an eye on of your IoT infrastructure
  • Learn concepts to unravel distinctive difficulties linked to IoT and look at and examine info out of your IoT devices
  • Uncover the enterprise capability generated by way of information from IoT units and convey down company costs

Who This publication Is For

This e-book goals builders, IoT pros, and people within the box of information technological know-how who're attempting to resolve company difficulties via IoT units and want to research IoT info. IoT fans, managers, and marketers who want to utilize IoT will locate this both beneficial. a previous wisdom of IoT will be worthy yet isn't helpful. a few earlier programming adventure will be useful

What you'll Learn

  • Overcome the demanding situations IoT information brings to analytics
  • Understand the range of transmission protocols for IoT in addition to their strengths and weaknesses
  • Learn how information flows from the IoT gadget to the ultimate info set
  • Develop strategies to wring price from IoT data
  • Apply geospatial analytics to IoT data
  • Use computing device studying as a predictive process on IoT data
  • Implement top recommendations to get the main from IoT analytics
  • Master the economics of IoT analytics in an effort to optimize enterprise value

In Detail

We begin with the difficult activity of extracting price from large quantities of slightly intelligible information. the knowledge takes a convoluted path simply to be at the servers for research, yet insights can emerge via visualization and statistical modeling concepts. you'll discover ways to extract price from IoT great facts utilizing a number of analytic techniques.

Next we evaluate how IoT units generate information and the way the knowledge travels over networks. you will get to understand innovations to assemble and shop the information to optimize the potential of analytics, and methods to address info caliber concerns.

Cloud assets are a good fit for IoT analytics, so Amazon net providers, Microsoft Azure, and PTC ThingWorx are reviewed intimately subsequent. Geospatial analytics is then brought in order to leverage position info. Combining IoT facts with environmental information is additionally mentioned in order to improve predictive strength. we are going to additionally evaluation the economics of IoT analytics and you can learn how to optimize enterprise value.

By the tip of the publication, you are going to understand how to address scale for either facts garage and analytics, how Apache Spark could be leveraged to address scalability, and the way R and Python can be utilized for analytic modeling.

Style and approach

This e-book follows a step by step, functional method of mix the facility of analytics and IoT and assist you get effects quickly

Show description

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