Supervised Machine Learning: A Comprehensive Guide - Gupta, Subir
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The book "Supervised Machine Learning: A Comprehensive Guide" by Dr. Subir Gupta aims to provide an in-depth understanding of supervised machine learning algorithms. It targets students, professionals, and researchers, offering clear explanations and practical applications. The book is divided into three main sections: an introduction to the fundamental concepts and types of supervised learning, a detailed exploration of regression algorithms, and an extensive examination of classification algorithms. Each algorithm is explained with definitions, practical uses, pseudocode, and discussions of…mehr

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Produktbeschreibung
The book "Supervised Machine Learning: A Comprehensive Guide" by Dr. Subir Gupta aims to provide an in-depth understanding of supervised machine learning algorithms. It targets students, professionals, and researchers, offering clear explanations and practical applications. The book is divided into three main sections: an introduction to the fundamental concepts and types of supervised learning, a detailed exploration of regression algorithms, and an extensive examination of classification algorithms. Each algorithm is explained with definitions, practical uses, pseudocode, and discussions of their limitations. The guide is designed to be a valuable resource for anyone looking to apply machine learning techniques effectively to solve real-world problems.
Autorenporträt
Dr. Subir Gupta, Head of Computer Science and Engineering (AI & ML) at Haldia Institute of Technology, West Bengal, holds a PhD from IIEST, Shibpur. With 24+ years of teaching, he has authored 37 research papers, holds four patents, and edited three international books. His work significantly advances computer science education and innovation.