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Advanced Explorations in Machine Learning, Computer Vision, and IoT
Coles
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Advanced Explorations in Machine Learning, Computer Vision, and IoT in Ottawa, ON
By None
Current price: $74.99
Original price: $93.65


By None
Advanced Explorations in Machine Learning, Computer Vision, and IoT in Ottawa, ON
Current price: $74.99
Original price: $93.65
Loading Inventory...
Size: Kobo eBook
*Product information may vary - to confirm product availability, pricing, shipping and return information please contact Coles
pAdvanced Explorations in Machine Learning,Computer Vision, and IoT focuses on the convergence ofmachine learningalgorithms,computer visiontechniques, and Internet of Things (IoT) infrastructures to enable scalable, adaptive, and real-time intelligent applications. /ppBalancing strong theoretical foundations with system-level design considerations, the book serves as a structured guide for readers interested in howadvancedmathematical models andlearningparadigms drive modern AI-enabled IoT ecosystems./ppThe book begins with the mathematical, probabilistic, and computational principles underlyingmachine learningand visualintelligence, with subsequent chapters exploring linear and nonlinear models, kernel methods, neural networks, deeplearningarchitectures, and optimisation techniques. /ppThe integration ofcomputer visionwith IoT data pipelines, edge and cloud computing, wireless communication, and multi-agent systems is examined in detail.Advancedtopics such as generative models, reinforcementlearning, fuzzyintelligence, explainable AI, and real-world case studies demonstrate practical deployments in healthcare, smart environments, and autonomous systems./ph3Key Features/h3ullipBalanced coverage of theoretical foundations and practical system designbrbr/p/lilipClear mathematical intuition supportingadvancedlearningandvisionmodelsbrbr/p/lilipCovers emerging topics including explainable AI, generative models, and reinforcementlearningbrbr/p/lilipApplication-driven case studies with integrated perspectives onmachine learning,computer vision, and IoT technologies/p/li/ul
pAdvanced Explorations in Machine Learning,Computer Vision, and IoT focuses on the convergence ofmachine learningalgorithms,computer visiontechniques, and Internet of Things (IoT) infrastructures to enable scalable, adaptive, and real-time intelligent applications. /ppBalancing strong theoretical foundations with system-level design considerations, the book serves as a structured guide for readers interested in howadvancedmathematical models andlearningparadigms drive modern AI-enabled IoT ecosystems./ppThe book begins with the mathematical, probabilistic, and computational principles underlyingmachine learningand visualintelligence, with subsequent chapters exploring linear and nonlinear models, kernel methods, neural networks, deeplearningarchitectures, and optimisation techniques. /ppThe integration ofcomputer visionwith IoT data pipelines, edge and cloud computing, wireless communication, and multi-agent systems is examined in detail.Advancedtopics such as generative models, reinforcementlearning, fuzzyintelligence, explainable AI, and real-world case studies demonstrate practical deployments in healthcare, smart environments, and autonomous systems./ph3Key Features/h3ullipBalanced coverage of theoretical foundations and practical system designbrbr/p/lilipClear mathematical intuition supportingadvancedlearningandvisionmodelsbrbr/p/lilipCovers emerging topics including explainable AI, generative models, and reinforcementlearningbrbr/p/lilipApplication-driven case studies with integrated perspectives onmachine learning,computer vision, and IoT technologies/p/li/ul

















