Verwandte Artikel zu Machine Learning: Concepts and Techniques

Machine Learning: Concepts and Techniques - Softcover

Angeline, D. Magdalene Delighta; James, I. Samuel Peter; Prabakaran, T.

 
9786209928000: Machine Learning: Concepts and Techniques
Softcover
ISBN 10: 6209928005 ISBN 13: 9786209928000
Verlag: LAP LAMBERT Academic Publishing, 2026

Inhaltsangabe

The primary aim of this book is to provide students, educators, researchers, and aspiring professionals with a strong foundation in machine learning concepts, algorithms, and practical implementation techniques. It is designed to help learners understand how intelligent systems learn from data, recognise patterns, make predictions, and support decision-making in real-world applications. This book aims to:¿ Introduce the fundamentals and types of machine learning.¿ Explain core supervised, unsupervised, and reinforcement learning techniques. ¿ Develop analytical thinking for selecting suitable algorithms for different problems. ¿ Provide practical knowledge using Python and popular ML libraries. ¿ Bridge theoretical understanding with hands-on experimentation. ¿ Prepare learners for advanced studies, research, and industry applications in AI and data science.

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Über die Autorin bzw. den Autor

Dr. D. Magdalene Delighta Angeline is an associate professor at Joginpally B.R. Engineering College. Dr. I. Samuel Peter James is an associate professor at Shadan Women's College of Engineering. Dr. T. Prabakaran is a professor at Joginpally B.R. Engineering College. The authors' research areas are Data Mining and Machine Learning.

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Verlag
LAP LAMBERT Academic Publishing
Erscheinungsdatum
2026
Sprache
Englisch
ISBN 10 
6209928005
ISBN 13 
9786209928000
Einband
Taschenbuch
Anzahl der Seiten
264
Kontakt zum Hersteller
SIA OmniScriptum Publishing
customerservice@vdm-vsg.de

Brivibas gatve 197
Riga
1039
Lettland