Selvan R Sustainable AI Tools for Moving Toward Green AI 2025
General:
Name: Selvan R Sustainable AI Tools for Moving Toward Green AI 2025
Format: pdf
Size: 18.2 MB
Book:
Title: Sustainable AI (for True Epub)
Author: Raghavendra Selvan
Language: angielski
Year: 2025
Subjects: Computers, Science & Technology, Engineering, Technology, Artificial Intelligence (AI), Robotics & Artificial Intelligence, Artificial Intelligence – General
Publisher: O’Reilly Media, Incorporated
ISBN: 9781098155476
Total pages: 516
Description:
In the era of big data and even bigger machine learning models powering the current generative AI revolution, the environmental footprint of these developments can no longer be ignored. This much-needed guide confronts the challenge head-on, offering a groundbreaking exploration into making deep learning (DL) both efficient and accessible. Author Raghavendra Selvan exposes the high costs-both environmental and economic-of traditional DL methods and presents practical solutions that pave the way for a more sustainable AI.
This essential read is for anyone in the machine learning field, from the academic researcher to the industry practitioner, who wants to make a meaningful impact on both their work and the world. This book enables readers to be agents of change toward a more sustainable and inclusive technological future.
- Learn strategies to significantly reduce the energy consumption, carbon footprint, and hardware demands of DL models
- Examine ways to break down barriers and foster a more inclusive future in AI development
- Explore strategies for cutting costs and minimizing ecological impact
- Learn how to balance performance with efficiency in model development
- Gain proficiency in cutting-edge tools that enhance the sustainability of your AI projects
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