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The Azure IoT Handbook

You're reading from  The Azure IoT Handbook

Product type Book
Published in Dec 2023
Publisher Packt
ISBN-13 9781837633616
Pages 248 pages
Edition 1st Edition
Languages
Author (1):
Dan Clark Dan Clark
Profile icon Dan Clark

Table of Contents (18) Chapters

Preface 1. Part 1: Capturing Data from Remote Devices
2. Chapter 1: An Introduction to the IoT 3. Chapter 2: Exploring the IoT Hub Service 4. Chapter 3: Provisioning Devices with the Device Provisioning Service 5. Chapter 4: Exploring Device Management and Monitoring 6. Chapter 5: Securing IoT Systems 7. Part 2: Processing the Data
8. Chapter 6: Creating Message Routing 9. Chapter 7: Exploring Azure Stream Analytics 10. Chapter 8: Investigating IoT Data with Azure Data Explorer 11. Chapter 9: Exploring IoT Edge Computing 12. Part 3: Processing the Data
13. Chapter 10: Visualizing Streaming Data in Power BI 14. Chapter 11: Integrating Machine Learning 15. Chapter 12: Responding to Device Events 16. Index 17. Other Books You May Enjoy

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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