Sustainable AI Tools for Moving Toward Green AI

[Emperor2011]

Sustainable AI Tools for Moving Toward Green AI | 16.19 MB

Title: Sustainable AI
Author: Raghavendra Selvan;
Category: Business & Finance, Business Reference, Business Ethics, Nonfiction, Computers, Advanced Computing, Artificial Intelligence, Economics
Language: English | 293 Pages | ISBN: 1098155513


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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