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Sustainable AI

Sustainable AI

Tools for Moving Towards Green AI

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  • Release Date: 21/10/2025
  • Barcode: 9781098155513
  • Genre: Computing & The Internet
  • Sub-Genre: Computer Science
  • Imprint: O'Reilly Media
  • Publisher: O'Reilly Media
Sustainable AI

Sustainable AI

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DESCRIPTION

Tools for Moving Towards Green AI
Author Raghavendra Selvan exposes the high costs-both environmental and economic-traditional DL methods and presents practical solutions that pave the way for a more sustainable AI.
In the era of big data and even bigger machine learning models, the environmental footprint of these technologies 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. In this book, you will:

  • 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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