Analytics For The Internet Of Things Iot

Author: Andrew Minteer
Editor: Packt Publishing Ltd
ISBN: 1787127575
File Size: 27,18 MB
Format: PDF, ePub
Read: 192
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Break through the hype and learn how to extract actionable intelligence from the flood of IoT data About This Book Make better business decisions and acquire greater control of your IoT infrastructure Learn techniques to solve unique problems associated with IoT and examine and analyze data from your IoT devices Uncover the business potential generated by data from IoT devices and bring down business costs Who This Book Is For This book targets developers, IoT professionals, and those in the field of data science who are trying to solve business problems through IoT devices and would like to analyze IoT data. IoT enthusiasts, managers, and entrepreneurs who would like to make the most of IoT will find this equally useful. A prior knowledge of IoT would be helpful but is not necessary. Some prior programming experience would be useful What You Will Learn Overcome the challenges IoT data brings to analytics Understand the variety of transmission protocols for IoT along with their strengths and weaknesses Learn how data flows from the IoT device to the final data set Develop techniques to wring value from IoT data Apply geospatial analytics to IoT data Use machine learning as a predictive method on IoT data Implement best strategies to get the most from IoT analytics Master the economics of IoT analytics in order to optimize business value In Detail 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. Style and approach This book follows a step-by-step, practical approach to combine the power of analytics and IoT and help you get results quickly
Data Science and Internet of Things
Language: en
Pages: 182
Authors: Giancarlo Fortino, Antonio Liotta, Raffaele Gravina, Alessandro Longheu
Categories: Technology & Engineering
Type: BOOK - Published: 2021-02-18 - Publisher: Springer Nature

This book focuses on the combination of IoT and data science, in particular how methods, algorithms, and tools from data science can effectively support IoT. The authors show how data science methodologies, techniques and tools, can translate data into information, enabling the effectiveness and usefulness of new services offered by
Foundations of Data Science Based Healthcare Internet of Things
Language: en
Pages: 64
Authors: Parikshit N. Mahalle, Sheetal S. Sonawane
Categories: Technology & Engineering
Type: BOOK - Published: 2021-01-23 - Publisher: Springer

This book offers a basic understanding of the Internet of Things (IoT), its design issues and challenges for healthcare applications. It also provides details of the challenges of healthcare big data, role of big data in healthcare and techniques, and tools for IoT in healthcare. This book offers a strong
Big Data Analytics for Internet of Things
Language: en
Pages: 400
Authors: Tausifa Jan Saleem, Mohammad Ahsan Chishti
Categories: Mathematics
Type: BOOK - Published: 2021-03-23 - Publisher: John Wiley & Sons

BIG DATA ANALYTICS FOR INTERNET OF THINGS Discover the latest developments in IoT Big Data with a new resource from established and emerging leaders in the field Big Data Analytics for Internet of Things delivers a comprehensive overview of all aspects of big data analytics in Internet of Things (IoT)
Analytics for the Internet of Things (IoT)
Language: en
Pages: 378
Authors: Andrew Minteer
Categories: Computers
Type: BOOK - Published: 2017-07-24 - Publisher: Packt Publishing Ltd

Break through the hype and learn how to extract actionable intelligence from the flood of IoT data About This Book Make better business decisions and acquire greater control of your IoT infrastructure Learn techniques to solve unique problems associated with IoT and examine and analyze data from your IoT devices
The Internet of Things and Big Data Analytics
Language: en
Pages: 324
Authors: Pethuru Raj, T Poongodi, Balamurugan Balusamy, Manju Khari
Categories: Computers
Type: BOOK - Published: 2020-06-07 - Publisher: CRC Press

This book comprehensively conveys the theoretical and practical aspects of IoT and big data analytics with the solid contributions from practitioners as well as academicians. This book examines and expounds the unique capabilities of the big data analytics platforms in capturing, cleansing and crunching IoT device/sensor data in order to