Analytics for the Internet of Things (IoT)

Idioma: inglés

Editorial: Packt Publishing Limited, GB, 2023

1787120732 / 9781787120730

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Librería: Rarewaves.com UK, London, Reino UnidoRarewaves.com UK

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Vendedor de IberLibro desde 11 de junio de 2025

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Break through the hype and learn how to extract actionable intelligence from the flood of IoT dataAbout 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 costsWho This Book Is ForThis 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 usefulWhat 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 valueIn DetailWe 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 approachThis book follows a step-by-step, practical approach to combine the power of analytics and IoT and help you get results quickly.…

N° de ref. del artículo LU-9781787120730

Título
Analytics for the Internet of Things (IoT)
Autor
Andrew Minteer
Editorial
Packt Publishing Limited, GB
Año de publicación
2023
Estado
New
Encuadernación
Digital
Idioma
inglés
ISBN 10
1787120732
ISBN 13
9781787120730

Rarewaves.com UK

London, Reino Unido

Vendedor de 5 estrellas

Vendedor de IberLibro desde 11 de junio de 2025

Tarifas de envío de Reino Unido a Estados Unidos de America

ArtículoDe 60 a 60 días hábilesDe 60 a 60 días hábiles
Primer artículoEUR 76,82EUR 118,18
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