IoT & Hardware
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You're reading from  The Azure IoT Handbook

Product typeBook
Published inDec 2023
PublisherPackt
ISBN-139781837633616
Edition1st Edition
Concepts
IoT Development
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Author (1)
Dan Clark
Dan Clark
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Dan Clark

Dan Clark is a senior developer and data engineer specializing in Microsoft technologies. He is focused on learning new AI and data technologies and training others on how to best implement those technologies. He has worked as an Azure Technical Trainer (ATT)for Microsoft and has over 25 years of experience as a Microsoft Certified Trainer. Dan has published several books and numerous articles on Microsoft technologies. He is a regular speaker at various developer and database conferences and user group meetings and enjoys interacting with the Microsoft communities.
Read more about Dan Clark

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Combining IoT with ML

Combining IoT with ML opens a wide range of innovative use cases across various industries. Here are some common and impactful use cases for IoT and ML integration:

  • Predictive maintenance: Sensors on machinery and equipment collect data on factors such as temperature, vibration, and wear. ML models analyze this data to predict when maintenance is needed, reducing downtime and preventing costly breakdowns.

    Industry: Manufacturing, energy, and transportation

  • Anomaly detection: IoT devices monitor data streams, such as patient vitals, financial transactions, or network traffic. ML algorithms detect anomalies and raise alerts for potential issues or security breaches.

    Industry: Healthcare, finance, and security

  • Smart agriculture: In the domain of agriculture, IoT sensors and cameras in fields gather data on soil conditions, weather, crop health, and animal behavior. ML models provide insights into optimal planting times, irrigation, and pest control...
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The Azure IoT Handbook
Published in: Dec 2023Publisher: PacktISBN-13: 9781837633616
© 2023 Packt Publishing Limited All Rights Reserved

Author (1)

author image
Dan Clark

Dan Clark is a senior developer and data engineer specializing in Microsoft technologies. He is focused on learning new AI and data technologies and training others on how to best implement those technologies. He has worked as an Azure Technical Trainer (ATT)for Microsoft and has over 25 years of experience as a Microsoft Certified Trainer. Dan has published several books and numerous articles on Microsoft technologies. He is a regular speaker at various developer and database conferences and user group meetings and enjoys interacting with the Microsoft communities.
Read more about Dan Clark

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