Hands-On Industrial Internet of Things- Second Edition
Hands-On Industrial Internet of Things- Second Edition
Build robust industrial IoT infrastructure by using the cloud and artificial intelligence
About the Book
In today's automation-driven era, precision is crucial, and the Industrial Internet of Things (IIoT) has made a remarkable impact. This updated second edition explores the technologies fueling the IIoT revolution and shares essential knowledge to enable you to establish remote-access networks.
Written by IIoT and AI experts, as well as renowned authors, this book helps you enhance your skills in emerging technologies by introducing new techniques from Azure and AWS and keeping you up to date with the latest advancements. You'll find out how Artificial Intelligence of Things (AIoT) and MLOps apply to IIoT and learn how to handle complex projects confidently. The book covers identifying and connecting industrial data sources from various sensors, advancing from foundational concepts to professional skills. You'll discover how to connect these sensors to cloud networks such as AWS IoT, Azure IoT, and open source IoT platforms, and extract data from the cloud to your devices. Through hands-on experience with tools such as Node-RED, OPC UA, MQTT, NoSQL, defense in depth, and Python, you'll develop streaming and batch-based AI algorithms.
By the end of this book, you'll have achieved a professional level of expertise in the cloud, IoT, and AI, and be able to build more robust, efficient, and reliable IoT infrastructure for your industry.
Table of Contents
- Introduction to Industrial IOT
- Understanding the Industrial Process and Devices
- Industrial Data Flow and Devices
- Implementing the Industrial IoT Data Flow
- Applying Cybersecurity
- Performing an Exercise Based on Industrial Protocols and Standards
- Developing Industrial IoT and Architecture
- Implementing a Custom Industrial IoT Platform
- Building an AWS Industrial IOT Solution
- Implementing an Industrial IOT Data Flow with AWS
- Performing a Practical Industrial IoT Solution with Azure
- Implementing an Industrial IoT Data Flow with Azure
- Performing Diagnostic, Maintenance, and Predictive Analytics
- Implementing a Digital Twin – Advanced Analytics
- Deploying an Analytics Model
About the Publisher
This book is published on Leanpub by Packt Publishing Ltd
Packt Publishing are an established global technical learning content provider, founded in Birmingham, UK with over twenty years’ experience in delivering premium rich content from ground-breaking authors on a wide range of emerging and popular technologies. Our titles have global relevance our multimedia portfolio includes over 9,000 books, e-books, audiobooks and video courses. www.packtpub.com
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