Packt+ | Advance your knowledge in tech

0

Explore Products

Best Sellers

New Releases

Books

Videos

Audiobooks

Free Learning

Analytics for the Internet of Things (IoT)

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

Product type Paperback

Published in Jul 2017

Publisher Packt

ISBN-13 9781787120730

Length 378 pages

Edition 1st Edition

Languages

Scala

Tools

Apache Spark

Concepts

Single Board Computers

Author (1):

Andrew Minteer

View More author details

Table of Contents (14) Chapters

Preface

1. Defining IoT Analytics and Challenges

2. IoT Devices and Networking Protocols FREE CHAPTER

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

R (the pirate's language...if he was a statistician)

R is an open source statistical programming language. It has a wide variety of powerful libraries that are simple to download and plug into your analytics code. The packages are developed and maintained by a large community of statisticians and data scientists. It is very powerful and is continuously enhanced with new packages, which are released frequently.

Installing R and RStudio

If you do not have R, install the latest version from https://cran.rstudio.com/. Then, install RStudio, an Integrated Development Environment (IDE) for R, from https://www.rstudio.com/products/rstudio/download/. Both are open source and free to download and use. RStudio is managed by the RStudio company, based in Boston, which also offers paid support and an enterprise version of the software.

Using R for statistical analysis

For this example, we will use the datasets package, which has a wide variety of sample datasets. In RStudio, use the Packages tab to verify...

The rest of the chapter is locked

Register for a free Packt account to unlock a world of extra content!

A free Packt account unlocks extra newsletters, articles, discounted offers, and much more. Start advancing your knowledge today.

Unlock this book and the full library FREE for 7 days

Get unlimited access to 7000+ expert-authored eBooks and videos courses covering every tech area you can think of

Start free trial

Renews at ₹800/month. Cancel anytime

Authors (1)

Andrew Minteer

Andrew Minteer

Andrew Minteer is currently the senior director, data science and research at a leading global retail company. Prior to that, he served as the director, IoT Analytics and Machine Learning at a Fortune 500 manufacturing company. He has an MBA from Indiana University with a background in statistics, software development, database design, cloud architecture, and has led analytics teams for over 10 years. He first taught himself to program on an Atari 800 computer at the age of 11 and fondly remembers the frustration of waiting through 20 minutes of beeps and static to load a 100-line program. He now thoroughly enjoys launching a 1 TB GPU-backed cloud instance in a few minutes and getting right to work. Andrew is a private pilot who looks forward to spending some time in the air sometime soon. He enjoys kayaking, camping, traveling the world, and playing around with his six-year-old son and three-year-old daughter.

See other products by Andrew Minteer

Other recommended products

Related to this chapter

Azure IoT Development Cookbook

Azure IoT Development Cookbook

It is important to develop robust and reliable solutions for your organization to leverage IoT services. Microsoft's end-to-end IoT platform is the most complete IoT offering. It empowers enterprises to build and realize value from their IoT solutions for innovative business outcomes with Microsoft Azure IoT. This book will teach you how to connect multiple devices to the Azure IoT hub, develop, manage the IoT hub service, and integrate the hub with the cloud.

Aug 2017 8h 28m

Azure IoT Development Cookbook

Azure IoT Development Cookbook

It is important to develop robust and reliable solutions for your organization to leverage IoT services. Microsoft's end-to-end IoT platform is the most complete IoT offering. It empowers enterprises to build and realize value from their IoT solutions for innovative business outcomes with Microsoft Azure IoT. This book will teach you how to connect multiple devices to the Azure IoT hub, develop, manage the IoT hub service, and integrate the hub with the cloud.

Aug 2017 8h 28m

Azure IoT Development Cookbook

Azure IoT Development Cookbook

It is important to develop robust and reliable solutions for your organization to leverage IoT services. Microsoft's end-to-end IoT platform is the most complete IoT offering. It empowers enterprises to build and realize value from their IoT solutions for innovative business outcomes with Microsoft Azure IoT. This book will teach you how to connect multiple devices to the Azure IoT hub, develop, manage the IoT hub service, and integrate the hub with the cloud.

Aug 2017 8h 28m

Learning Geospatial Analysis with Python

Learning Geospatial Analysis with Python

Geospatial Analysis is used in almost every field you can think of from medicine to defense, to farming. Learning Geospatial Analysis with Python, Third Edition would be a helpful guide to Geographic Information Systems and Remote Sensing Analysis using Python 3.7 without overwhelming the reader.

Sep 2019 15h 12m

Learning Geospatial Analysis with Python

Learning Geospatial Analysis with Python

Geospatial Analysis is used in almost every field you can think of from medicine to defense, to farming. Learning Geospatial Analysis with Python, Third Edition would be a helpful guide to Geographic Information Systems and Remote Sensing Analysis using Python 3.7 without overwhelming the reader.

Sep 2019 15h 12m

Learning Geospatial Analysis with Python

Learning Geospatial Analysis with Python

Geospatial Analysis is used in almost every field you can think of from medicine to defense, to farming. Learning Geospatial Analysis with Python, Third Edition would be a helpful guide to Geographic Information Systems and Remote Sensing Analysis using Python 3.7 without overwhelming the reader.

Sep 2019 15h 12m

Mastering Geospatial Analysis with Python

Mastering Geospatial Analysis with Python

Python comes with many libraries and tools that help you work on geoprocessing tasks without investing in expensive tools. This book introduces you to new libraries that perform geospatial and statistical analysis and data management. It uses examples that explain how Python v3 differs from v2, and solve age-old problems in geospatial analysis.

Apr 2018 14h 40m

Mastering Geospatial Analysis with Python

Mastering Geospatial Analysis with Python

Python comes with many libraries and tools that help you work on geoprocessing tasks without investing in expensive tools. This book introduces you to new libraries that perform geospatial and statistical analysis and data management. It uses examples that explain how Python v3 differs from v2, and solve age-old problems in geospatial analysis.

Apr 2018 14h 40m

Mastering Geospatial Analysis with Python

Mastering Geospatial Analysis with Python

Python comes with many libraries and tools that help you work on geoprocessing tasks without investing in expensive tools. This book introduces you to new libraries that perform geospatial and statistical analysis and data management. It uses examples that explain how Python v3 differs from v2, and solve age-old problems in geospatial analysis.

Apr 2018 14h 40m

Mastering Geospatial Analysis with Python

Mastering Geospatial Analysis with Python

Python comes with many libraries and tools that help you work on geoprocessing tasks without investing in expensive tools. This book introduces you to new libraries that perform geospatial and statistical analysis and data management. It uses examples that explain how Python v3 differs from v2, and solve age-old problems in geospatial analysis.

Apr 2018 14h 40m

Internet of Things for Architects

Internet of Things for Architects

The Internet of Things (IoT) is the most significant factor in the technology industry in the last 10 years. It will usher in the third industrial revolution and significantly impact global economies. Industry giants are in the process of adopting IoT solutions to add value, reduce costs, and improve people's lives. As such, the architectural side of IoT has become critical. This book will help you understand the plethora of technologies that can be used to build a successful IoT deployment. This professional guide will help you architect IoT solutions for a variety of industries and organizations.

Jan 2018 17h 28m

Internet of Things for Architects

Internet of Things for Architects

The Internet of Things (IoT) is the most significant factor in the technology industry in the last 10 years. It will usher in the third industrial revolution and significantly impact global economies. Industry giants are in the process of adopting IoT solutions to add value, reduce costs, and improve people's lives. As such, the architectural side of IoT has become critical. This book will help you understand the plethora of technologies that can be used to build a successful IoT deployment. This professional guide will help you architect IoT solutions for a variety of industries and organizations.

Jan 2018 17h 28m

Personalised recommendations for you

Based on your interests and search pattern

PLCs for Beginners

PLCs for Beginners

In this book, you'll learn programming techniques to create state-of-the-art PLC software using structured text. You'll delve into complex computer science concepts to give yourself an edge over the competition and create resounding software.

May 2024 12h 40m

Internet of Things Programming Projects

Internet of Things Programming Projects

This second edition of Internet of Things Programming Projects will equip both beginners and experienced programmers with the knowledge and skills needed to create projects using Raspberry Pi, web services, LoRa, wireless communication, and MQTT.

Jun 2024 15h 16m

Building Secure Automotive IoT Applications

Building Secure Automotive IoT Applications

Critically timed for automotive IoT software engineers, this book teaches skills in vehicle architectures, cybersecurity, and the cloud. Additionally, you'll get hands-on with embedded software development.

Aug 2024 11h 56m

Accelerating IoT Development with ChatGPT

Accelerating IoT Development with ChatGPT

This book will help you leverage ChatGPT to accelerate your IoT innovation and development. You'll learn essential IoT concepts and elements, explore project examples, and complete an end-to-end application through step-by-step guidance.

Aug 2024 12h 16m