Harnessing Python for AI and Machine Learning: Techniques, Tools, and Green Solutions

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Author(s): Bhagath Chandra Chowdari Marella (Capgemini America Inc., USA)and Anurag Palakurti (Independent Researcher, USA)
Copyright: 2025
Pages: 14
Source title: Advancing Social Equity Through Accessible Green Innovation
Source Author(s)/Editor(s): P. William (Sanjivani College of Engineering, India)and Shrikaant Kulkarni (Sanjivani University, India & Victorian Institute of Technology, Australia)
DOI: 10.4018/979-8-3693-9471-7.ch015

Keywords: Civic Engagement & Social Justice / Engineering Science Reference / Environmental Science and Technologies / Social Sciences & Humanities

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Abstract

This book explores the powerful role of Python in advancing AI and machine learning, particularly in the context of sustainable and green solutions. It provides a comprehensive guide to the essential techniques and tools used to develop intelligent systems that contribute to environmental sustainability and social equity. The book covers a range of topics, from data preprocessing and model development to deploying AI-driven solutions in real-world green applications. Emphasizing practical examples and hands-on approaches, it highlights how Python can be harnessed to create impactful, scalable solutions that address climate change, resource management, and social inequality. By bridging the gap between technology and sustainability, this book serves as a valuable resource for developers, researchers, and organizations aiming to leverage AI and machine learning for a greener and more equitable future.

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