The Fundamentals of Machine Learning - Couverture souple

Bhatt, Bhagirath; Sandeep Gaikwad, Anjali; Uganya, G

 
9786206166115: The Fundamentals of Machine Learning
Couverture souple
ISBN 10 : 6206166112 ISBN 13 : 9786206166115
Editeur : LAP LAMBERT Academic Publishing, 2023

Synopsis

"The Fundamentals of Machine Learning" is designed to be accessible to readers with a basic understanding of mathematics and programming. We start with an introduction to the key concepts, exploring the different types of machine learning algorithms and their applications. From there, we delve into the essential building blocks, including data preprocessing, feature engineering, model selection, and evaluation. We also cover important topics such as overfitting, regularization, and cross-validation to help you develop models that generalize well.It is important to note that machine learning is a rapidly evolving field, with new algorithms, techniques, and applications emerging regularly. While this book provides a strong foundation, it is always advisable to explore the latest research and developments beyond its scope. The field of machine learning offers endless possibilities for innovation, and we hope that this book will inspire you to explore further and contribute to its growth.

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Éditeur
LAP LAMBERT Academic Publishing
Date d'édition
2023
Langue
anglais
ISBN 10 
6206166112
ISBN 13 
9786206166115
Reliure
Broché
Nombre de pages
148
Coordonnées du fabricant
non disponible
Personne responsable
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