Название: Artificial Intelligence in Action: Real-World Applications and Innovations
Автор: Ahmed Banafa
Издательство: River Publishers
Серия: River Publishers Series in Computing and Information Science and Technology
Год: 2025
Страниц: 332
Язык: английский
Формат: epub (true)
Размер: 19.7 MB
This comprehensive book dives deep into the current landscape of AI, exploring its fundamental principles, development challenges, potential risks, and the cutting-edge breakthroughs that are propelling it forward. Artificial Intelligence (AI) is rapidly transforming industries and societies worldwide through groundbreaking innovations and real-world applications. Starting with the core concepts, the book examines the various types of AI systems, generative AI models, and the complexities of Machine Learning. It delves into the programming languages driving AI development, data pipelines, model creation and deployment processes, while shedding light on issues like AI hallucinations and the intricate path of machine unlearning. The book then showcases the remarkable real-world applications of AI across diverse domains. From preventing job displacement and promoting environmental sustainability, to enhancing disaster response, drone technology, and even nuclear energy innovation, it highlights how AI is tackling complex challenges and driving positive change. Python is undoubtedly the most popular language for AI development, known for its simplicity and readability. Its extensive libraries and frameworks, such as NumPy, Pandas, and Scikit-learn, make it a preferred choice.