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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Summary

In this chapter, we embarked on a journey into the realm of data-driven decision-making, showcasing the seamless integration of technologies that can transform real-world challenges. Through hands-on experience, you created an anomaly detection system, highlighting the synergy between ML and IoT for business innovation.

Key topics covered include ML fundamentals, an introduction to Azure Cognitive Services, ML on the edge, common IoT and ML use cases, and a practical lab on building an anomaly detection system. This is one of those chapters that was an introduction to IoT and ML. If this is an area you are interested in, there is a lot more to learn. But hopefully, I have provided you with a good starting point. I do think you will most likely run into use cases where there will be an ML/AI component in an IoT system you develop during your career, and it is good knowledge to have on how to fit them together.

In the next chapter, you will learn how to react to events...

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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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