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Автор: Kanchan Naithani, Shrikant Tiwari, Shabnam Kumari
Издательство: CRC Press
Год: 2026
Страниц: 319
Язык: английский
Формат: pdf (true), epub
Размер: 33.6 MB
AI for Product Development explores the transformative role of Artificial Intelligence (AI) in reshaping modern industries. This book offers a comprehensive guide, spanning the evolution of AI in product innovation to practical applications, such as clustering techniques, human-autonomous vehicle interactions, and personalized healthcare solutions. With contributions from leading researchers, it covers explainable AI, real-world case studies, and ethical considerations in intelligent systems. The chapters delve into cutting-edge topics such as YOLO model variants, AI-driven emotion detection, and strategies for overcoming AI implementation challenges. Setting up the clustering environment involves selecting and utilizing tools like Python, NumPy, Pandas, Scikit-learn, and Matplotlib for efficient data processing and visualization. Designed for researchers, professionals, and students, it bridges theory and practice, emphasizing AI's profound impact on product development and beyond.