Supervised Machine Learning

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.