Machine Learning Model Concepts: A Comprehensive Guide - Softcover

KUMAR TIPU, RUPESH

Softcover

ISBN 10: 6207805690 ISBN 13: 9786207805693

Verlag: LAP LAMBERT Academic Publishing, 2024

Inhaltsangabe

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.

Über diesen Titel

Über die Autorin bzw. den Autor

Sou Professor Assistente em Engenharia Civil com uma sólida experiência em engenharia estrutural, tendo um B.Tech e M.Tech da Maharshi Dayanand University e um Ph.D. centrado na modelação preditiva baseada em ML para otimização de betão. Com mais de quatro anos de investigação, já publiquei 20 artigos em áreas como a otimização estrutural e a modelação de máquinas

Details zur Ausgabe

• Verlag: LAP LAMBERT Academic Publishing
• Erscheinungsdatum: 2024
• Sprache: Englisch
• ISBN 10: 6207805690
• ISBN 13: 9786207805693
• Einband: Taschenbuch
• Anzahl der Seiten: 76
• Kontakt zum Hersteller: Nicht verfügbar
• Verantwortliche Person: Nicht verfügbar