Digital Twins in Action (MEAP 3) by Greg Biegel (.ePUB)+
File Size: 53.0 MB
Digital Twins in Action (MEAP 3) by Greg Biegel
Requirements: .ePUB, .PDF reader, 53.0 MB
Overview: Build a living digital replica of your real-world systems! A digital twin is a software-based replica of a physical system that can be used to operate, monitor, and maintain it remotely. Working together, IoT sensors, 3D visualizations, simulation algorithms, AI models, and even robotics give a digital twin an impressive degree of control. This virtual environment is perfect for testing ideas, exploring “what if” scenarios, and unlocking insights—all without making costly changes in reality. Digital Twins in Action is a hands-on guide to designing and building effective digital twins. In it, you’ll build a home-scale digital twin from the ground up. You’ll start with a framework for gathering requirements to ensure that what you deliver is perfectly suited to your needs. You’ll then work through the complete project step by step—from setting up sensors, to handling hardware, to working with embedded software. By the time you’re finished, you’ll have a twin that can generate 3D models from your phone, extract insights from video and text with computer vision, and even employ an AI agent. Along the way, Greg will point out techniques you can use to scale up your small twin too. For software developers and Machine Learning engineers. Some knowledge of physical systems engineering is helpful but not required. While you’ll need some familiarity with Python to follow the practical examples, and TypeScript for the frontend components, I believe you’ll gain valuable insights even if you choose not to follow every line of code!
Genre: Non-Fiction > Tech & Devices
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