BOOKS - Machine Learning Hybridization and Optimization for Intelligent Applications
Machine Learning Hybridization and Optimization for Intelligent Applications - Tanvir Habib Sardar, Bishwajeet Kumar Pandey 2025 PDF | EPUB CRC Press BOOKS
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Machine Learning Hybridization and Optimization for Intelligent Applications
Author: Tanvir Habib Sardar, Bishwajeet Kumar Pandey
Year: 2025
Pages: 367
Format: PDF | EPUB
File size: 33.6 MB
Language: ENG



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Book Description: The book "Machine Learning Hybridization and Optimization for Intelligent Applications" explores the integration of machine learning techniques with optimization methods to develop intelligent applications that can solve complex problems in various fields such as healthcare, finance, marketing, and more. The book provides a comprehensive overview of the current state of machine learning research and its applications in different domains, highlighting the challenges and opportunities in this field. It also discusses the potential of hybridizing machine learning with other techniques, such as optimization methods, to create more powerful and effective algorithms. The book covers topics such as deep learning, transfer learning, reinforcement learning, and unsupervised learning, and their applications in computer vision, natural language processing, and robotics. Additionally, it discusses the ethical implications of these technologies and their impact on society. Long Detailed Description: The book "Machine Learning Hybridization and Optimization for Intelligent Applications" is an essential read for anyone interested in the intersection of machine learning and optimization, providing a comprehensive overview of the current state of machine learning research and its applications in different domains. The book begins by exploring the need to study and understand the process of technology evolution, highlighting the importance of developing a personal paradigm for perceiving the technological process of developing modern knowledge as the basis for the survival of humanity and the survival of the unification of people in a warring state. This section sets the stage for the rest of the book, emphasizing the urgency of understanding the interplay between technology and society. The book then delves into the various machine learning techniques that are currently being used in different fields, including deep learning, transfer learning, reinforcement learning, and unsupervised learning.
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