BOOKS - Artificial Intelligence A Systems Approach from Architecture Principles to De...
Artificial Intelligence A Systems Approach from Architecture Principles to Deployment - David R. Martinez, Bruke M. Kifle 2024 PDF The MIT Press BOOKS
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Artificial Intelligence A Systems Approach from Architecture Principles to Deployment
Author: David R. Martinez, Bruke M. Kifle
Year: 2024
Format: PDF
File size: 21.9 MB
Language: ENG



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Book Description: 'Artificial Intelligence A Systems Approach from Architecture Principles to Deployment' provides a comprehensive overview of artificial intelligence (AI) systems, from their underlying architecture principles to their deployment in various applications. The book covers the history of AI, its current state, and future prospects, highlighting the importance of understanding the technological process of developing modern knowledge as the basis for the survival of humanity and the unity of people in a warring state. It emphasizes the need to develop a personal paradigm for perceiving the technological process of developing modern knowledge as the basis for the survival of humanity and the unity of people in a warring state. The book begins by exploring the evolution of AI technology, discussing the key milestones and breakthroughs that have shaped the field. It then delves into the fundamental principles of AI systems, including machine learning, deep learning, and neural networks, and explains how these principles are applied in real-world scenarios. The authors also examine the challenges and limitations of AI systems, such as bias and ethics, and provide insights into the future of AI research and development. Throughout the book, the authors emphasize the importance of understanding the technological process of developing modern knowledge as the basis for the survival of humanity and the unity of people in a warring state.
'Artificial Intelligence A Systems Approach from Architecture Principles to Deployment'предоставляет всесторонний обзор систем искусственного интеллекта (ИИ), от лежащих в их основе принципов архитектуры до их развертывания в различных приложениях. Книга освещает историю ИИ, его современное состояние, дальнейшие перспективы, подчеркивая важность понимания технологического процесса развития современных знаний как основы выживания человечества и единства людей в воюющем государстве. В нем подчеркивается необходимость выработки личностной парадигмы восприятия технологического процесса развития современных знаний как основы выживания человечества и единства людей в воюющем государстве. Книга начинается с изучения эволюции технологий ИИ, обсуждения ключевых вех и прорывов, которые сформировали эту область. Затем он углубляется в фундаментальные принципы систем ИИ, включая машинное обучение, глубокое обучение и нейронные сети, и объясняет, как эти принципы применяются в реальных сценариях. Авторы также изучают проблемы и ограничения систем ИИ, такие как предвзятость и этика, и дают представление о будущем исследований и разработок ИИ. На протяжении всей книги авторы подчеркивают важность понимания технологического процесса развития современных знаний как основы выживания человечества и единства людей в воюющем государстве.
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