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Introduction to Machine Learning Algorithms: Basic Principles and Mathematics - Hardcover

Khanna, Vinod Kumar

 
9781032725918: Introduction to Machine Learning Algorithms: Basic Principles and Mathematics
Hardcover
ISBN 10: 1032725915 ISBN 13: 9781032725918
Verlag: Chapman and Hall/CRC, 2026

Inhaltsangabe

Mathematics is the foundation of machine learning algorithms. To understand the shortcomings of existing algorithms and develop more effective methods, it is essential to understand the mathematical concepts underlying these algorithms and their operational principles.

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Über die Autorin bzw. den Autor

Vinod Kumar Khanna, Ph.D. (Physics) is an emeritus scientist, Council of Scientific and Industrial Research (CSIR), India, and Emeritus Professor, Academy of Scientific and Innovative Research (AcSIR), Ghaziabad, India; a retired chief scientist, CSIR-Central Electronics Engineering Research Institute, Pilani, India and professor, AcSIR, India. He has worked for more than 37 years on the design, fabrication, and characterization of power semiconductor devices, MEMS, and nanotechnology-based sensors. He has published 194 research papers in refereed journals and conference proceedings, 23 books, and six chapters in edited books. He has five patents to his credit, including two US and three Indian patents.

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Verlag
Chapman and Hall/CRC
Erscheinungsdatum
2026
Sprache
Englisch
ISBN 10 
1032725915
ISBN 13 
9781032725918
Einband
Gebundene Ausgabe
Anzahl der Seiten
440
Kontakt zum Hersteller
Nicht verfügbar
Verantwortliche Person
Buchbär
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