Machine Learning: Theory and Practice - Tapa blanda

Murty, M.N.; Ananthanarayana, V.S.

 
9789393330697: Machine Learning: Theory and Practice
Tapa blanda
ISBN 10: 9393330697 ISBN 13: 9789393330697
Editorial: Universities Press, 2023

Sinopsis

Machine Learning is a cutting-edge branch of Artificial Intelligence that has brought forth exciting new technological advances in recent years. This book introduces this important topic of current interest while also explaining its practical applications. Aimed at graduate students, teachers and researchers, this book will also help practitioners in implementing ML algorithms. This book explores concepts such as feature engineering, model selection, model estimation, model validation and model explanation and provides an in-depth discussion of the main classification and clustering techniques and algorithms. It also examines optimal predictors and provides an introduction to Deep Learning architecture, including autoencoders and various neural networks. This book is a valuable resource for anyone interested in machine learning, data mining and pattern recognition. Salient features- 1. Clear and concise chapter learning objectives and summary of topics 2. Over 125 solved examples to aid and enhance understanding of concepts 3. Over 150 figures to provide visual impact and envisage abstract concepts 4. Applications drawn from real-life data sets 5.

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Acerca de los autores

M N Murty is Honorary Professor at the Department of Computer Science and Automation, Indian Institute of Science, Bengaluru, India.

Ananthanarayana V. S. is Professor at the Department of Information Technology, National Institute of Technology Karnataka, Surathkal, Mangaluru, India.

"Sobre este título" puede pertenecer a otra edición de este libro.

Editorial
Universities Press
Año de publicación
2023
Idioma
Inglés
ISBN 10 
9393330697
ISBN 13 
9789393330697
Encuadernación
Tapa blanda
Número de páginas
372
Contacto del fabricante
no disponible
Persona responsable
no disponible