AI at the Edge is popular PDF and ePub book, written by Daniel Situnayake in 2023-01-10, it is a fantastic choice for those who relish reading online the Computers genre. Let's immerse ourselves in this engaging Computers book by exploring the summary and details provided below. Remember, AI at the Edge can be Read Online from any device for your convenience.
AI at the Edge Book PDF Summary
Edge AI is transforming the way computers interact with the real world, allowing IoT devices to make decisions using the 99% of sensor data that was previously discarded due to cost, bandwidth, or power limitations. With techniques like embedded machine learning, developers can capture human intuition and deploy it to any target--from ultra-low power microcontrollers to embedded Linux devices. This practical guide gives engineering professionals, including product managers and technology leaders, an end-to-end framework for solving real-world industrial, commercial, and scientific problems with edge AI. You'll explore every stage of the process, from data collection to model optimization to tuning and testing, as you learn how to design and support edge AI and embedded ML products. Edge AI is destined to become a standard tool for systems engineers. This high-level road map helps you get started. Develop your expertise in AI and ML for edge devices Understand which projects are best solved with edge AI Explore key design patterns for edge AI apps Learn an iterative workflow for developing AI systems Build a team with the skills to solve real-world problems Follow a responsible AI process to create effective products
Detail Book of AI at the Edge PDF
- Author : Daniel Situnayake
- Release : 10 January 2023
- Publisher : "O'Reilly Media, Inc."
- ISBN : 9781098120177
- Genre : Computers
- Total Page : 512 pages
- Language : English
- PDF File Size : 10,8 Mb
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