Machine Learning Model Concepts: A Comprehensive Guide - Couverture souple

KUMAR TIPU, RUPESH

 
9786207805693: Machine Learning Model Concepts: A Comprehensive Guide
Couverture souple
ISBN 10 : 6207805690 ISBN 13 : 9786207805693
Editeur : LAP LAMBERT Academic Publishing, 2024

Synopsis

This book offers an in-depth exploration of the principles, techniques, and applications of machine learning. Starting with foundational concepts such as data preprocessing and model evaluation, the book covers both supervised learning models like regression and classification, and advanced topics like ensemble learning, neural networks, and deep learning. Practical considerations, including handling imbalanced data, feature engineering, and preventing data leakage, are thoroughly discussed to help build robust models. Designed for students, professionals, and enthusiasts alike, this guide provides valuable insights and practical knowledge to navigate and excel in the field of machine learning.

Les informations fournies dans la section « Synopsis » peuvent faire référence à une autre édition de ce titre.

Éditeur
LAP LAMBERT Academic Publishing
Date d'édition
2024
Langue
anglais
ISBN 10 
6207805690
ISBN 13 
9786207805693
Reliure
Broché
Nombre de pages
76
Coordonnées du fabricant
non disponible
Personne responsable
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