Verwandte Artikel zu MACHINE LEARNING Foundations, Algorithms, and Applications

MACHINE LEARNING Foundations, Algorithms, and Applications - Softcover

Rewatkar, Rajendra Motiramji; Arjunkar, Mrunal Ramnath; Choudhary, Vijaya

 
9786630120288: MACHINE LEARNING Foundations, Algorithms, and Applications
Softcover
ISBN 10: 6630120280 ISBN 13: 9786630120288
Verlag: LAP LAMBERT Academic Publishing, 2026

Inhaltsangabe

This book provides a comprehensive introduction to Machine Learning, covering both fundamental concepts and advanced techniques. It begins with the basics of machine learning, including supervised, unsupervised, and reinforcement learning, followed by the mathematical foundations such as linear algebra, probability, statistics, calculus, and information theory. The book then explores key machine learning algorithms including regression, classification, clustering, ensemble learning, neural networks, deep learning, CNNs, RNNs, transformers, large language models, GANs, diffusion models, reinforcement learning, and graph neural networks.

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Über die Autorin bzw. den Autor

Dr. Rajendra M. Rewatkar,.is an Associate Professor and Vice Dean (Research) in the Faculty of Engineering and Technology, Datta Meghe Institute of Higher Education and Research (DMIHER), Sawangi (Meghe), Wardha, India. He also serves as the Head of the Department and PhD Convener.

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Verlag
LAP LAMBERT Academic Publishing
Erscheinungsdatum
2026
Sprache
Englisch
ISBN 10 
6630120280
ISBN 13 
9786630120288
Einband
Taschenbuch
Anzahl der Seiten
152
Kontakt zum Hersteller
Nicht verfügbar
Verantwortliche Person
KreGa Onlinehandel GmbH
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