IoT & Hardware
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You're reading from  Architectural Patterns and Techniques for Developing IoT Solutions

Product typeBook
Published inSep 2023
PublisherPackt
ISBN-139781803245492
Edition1st Edition
Concepts
IoT Development
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Author (1)
Jasbir Singh Dhaliwal
Jasbir Singh Dhaliwal
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Jasbir Singh Dhaliwal

Jasbir Singh Dhaliwal has over 26 years of software development and management experience, including 10 years in delivering complex IoT projects. Currently employed with IBM as a Principal Architect (IoT and cloud) and considered a thought leader with over 31 IoT patents, he has a deep understanding of IoT concepts/architectures and has delivered IoT projects in diverse domains such as consumer goods, smart buildings, healthcare, precision agriculture, automobile, and manufacturing. His extensive experience in both the public cloud and embedded domains gives him a unique edge in conceiving innovative end-to-end IoT solutions. He holds a bachelor's degree in computer science and engineering from Punjab Engineering College, India.
Read more about Jasbir Singh Dhaliwal

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AI/ML

AI/ML is a general term that encompasses a lot of other technologies, such as deep learning, LLMs, and generative AI. Here, it is represented as follows:

Figure 12.5 – AI/ML

AI/ML integration was described in detail as part of the AI/ML integration pattern in Chapter 3.

Benefits of combining IoT and AI/ML

One benefit of combining AI/ML with IoT is that you can ingest and process high-volume and velocity data produced by IoT sensors in almost real time to derive timely/actionable insights. In addition to efficiency and performance gains, integrating AI/ML with IoT will free decision-making from biases inherent in human thinking. As a result, the combination of these technologies would result in more efficient, timely, and accurate analysis, which is a major advancement over traditional static rules (if X, do Y) or algorithms.

AI/ML integration helps in improving the quality and accuracy of the raw data obtained from sensors by removing...

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Architectural Patterns and Techniques for Developing IoT Solutions
Published in: Sep 2023Publisher: PacktISBN-13: 9781803245492
© 2023 Packt Publishing Limited All Rights Reserved

Author (1)

author image
Jasbir Singh Dhaliwal

Jasbir Singh Dhaliwal has over 26 years of software development and management experience, including 10 years in delivering complex IoT projects. Currently employed with IBM as a Principal Architect (IoT and cloud) and considered a thought leader with over 31 IoT patents, he has a deep understanding of IoT concepts/architectures and has delivered IoT projects in diverse domains such as consumer goods, smart buildings, healthcare, precision agriculture, automobile, and manufacturing. His extensive experience in both the public cloud and embedded domains gives him a unique edge in conceiving innovative end-to-end IoT solutions. He holds a bachelor's degree in computer science and engineering from Punjab Engineering College, India.
Read more about Jasbir Singh Dhaliwal

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