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Artificial Intelligence and Machine Learning: An Integrated Approach

Artificial Intelligence and Machine Learning: An Integrated Approach

Hardcover

General Computers

Currently unavailable to order

ISBN13: 9798902113034
Publisher: Oryson Press
Pages: 224
Weight: 1.34
Height: 0.56 Width: 7.00 Depth: 10.00
Language: English
Artificial Intelligence and Machine Learning: An Integrated Approach delves into two of the most transformative fields of modern computing, which are reshaping industries, scientific discovery, and daily life. The rapid evolution of AI and ML presents immense opportunities for innovation, yet also introduces significant challenges related to ethical deployment, societal integration, and the sophisticated management of complex data and algorithmic systems. Understanding these intertwined domains is crucial for navigating the future technological landscape. This comprehensive volume explores the historical development of AI, foundational principles of machine intelligence, and core concepts of machine learning, including Natural Language Processing and automated reasoning systems. It examines the intricate relationship between AI and human cognition, delves into deep learning architectures, and covers advanced paradigms such as online, unsupervised, and reinforcement learning. Further topics include data clustering, anomaly detection, machine vision, computational creativity, and critical ethical considerations in AI deployment. This book is an essential resource for students, researchers, and professionals seeking a thorough understanding of integrated AI and machine learning principles and applications.

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