This book enables you to embark on a transformative odyssey with this unparalleled guide, meticulously sculpted to resonate with the ambitions of software developers, data scientists, and AI practitioners. Whether you're a trailblazer or an aspiring innovator, this book will illuminate your path towards crafting AI systems that don't just thrive today, but endure sustainably into the future. . The author covers the latest techniques and best practices for energy efficiency, reducing carbon footprints, and ensuring fair and ethical AI. The book also addresses important issues such as AI governance, managing risks, and ensuring transparency. Topics covered include understanding the relationship between AI and sustainable development, strategies for building efficient AI systems, and ethical considerations in AI development, among others. The author includes case studies of companies and organizations that have successfully implemented sustainable AI software development practices. Therefore, this book will be of interest to AI practitioners, academics, researchers, and lecturers in computer science, artificial intelligence, machine learning and data sciences.