Hands-On Edge Analytics with Azure IoT. Design and develop IoT applications with edge analytical solutions including Azure IoT Edge
- Wydawnictwo:
- Packt Publishing
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- 262
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Hands-On Edge Analytics with Azure IoT. Design and develop IoT applications with edge analytical solutions including Azure IoT Edge
You'll begin with the key concepts and components used in an edge analytics app. Moving ahead, you'll delve into communication protocols to understand how sensors send their data to computers or microcontrollers. Next, the book will demonstrate how to design modern edge analytics apps that take advantage of the processing power of modern single-board computers and microcontrollers. Later, you'll explore Microsoft Azure IoT Edge, MicroPython, and the OpenCV visual recognition library. As you progress, you'll cover techniques for processing AI functionalities from the server side to the sensory side of IoT. You'll even get hands-on with designing a smart doorbell system using the technologies you’ve learned. To remove vulnerabilities in the overall edge analytics architecture, you'll discover ways to overcome security and privacy challenges. Finally, you'll use tools to audit and perform real-time monitoring of incoming data and generate alerts for the infrastructure.
By the end of this book, you'll have learned how to use edge analytics programming techniques and be able to implement automated analytical computations.
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Szczegóły książki
- Tytuł oryginału:
- Hands-On Edge Analytics with Azure IoT. Design and develop IoT applications with edge analytical solutions including Azure IoT Edge
- ISBN Ebooka:
- 978-18-388-2131-9, 9781838821319
- Data wydania ebooka :
-
2020-05-21
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- Rozmiar pliku Pdf:
- 86.6MB
- Rozmiar pliku ePub:
- 87.3MB
- Rozmiar pliku Mobi:
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