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Machine Learning Essentials: Algorithms, Data Mining, and Deep Network - Softcover

Kalappan, Sundaresan; V, Abinaya

 
9786209809231: Machine Learning Essentials: Algorithms, Data Mining, and Deep Network
Softcover
ISBN 10: 6209809235 ISBN 13: 9786209809231
Verlag: LAP LAMBERT Academic Publishing, 2026

Inhaltsangabe

This book introduces the fundamental principles of machine learning, beginning with the basics of data analysis and the different types of learning approaches. It explains key supervised and unsupervised learning algorithms, data preprocessing techniques, feature engineering, visualization methods, and model evaluation. The final chapters provide an introduction to deep learning concepts, including optimization, neural networks, and model validation. Written in a clear and structured manner, this book serves as an essential resource for students, researchers, and professionals seeking a practical foundation in machine learning and artificial intelligence.

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Über die Autorin bzw. den Autor

Mr. Sundaresan K and Ms. Abinaya V are Assistant Professors in the Department of Artificial Intelligence and Data Science at Karpagam Institute of Technology. Their research interests include deep learning, machine learning, algorithm analysis, database systems, and distributed computing.

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Verlag
LAP LAMBERT Academic Publishing
Erscheinungsdatum
2026
Sprache
Englisch
ISBN 10 
6209809235
ISBN 13 
9786209809231
Einband
Taschenbuch
Anzahl der Seiten
216
Kontakt zum Hersteller
Nicht verfügbar
Verantwortliche Person
KreGa Onlinehandel GmbH
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info@krega-onlinehandel.de

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