Machine learning : the basics
Jung, Alexander
Machine learning : the basics - Singapore: Springer Nature, 2022. - xvii, 212p. - Machine Learning : Foundations, Methodologies, and Applications .
Includes bibliographical references and index.
Machine learning (ML) has become a commonplace element in our everyday lives and a standard tool for many fields of science and engineering. To make optimal use of ML, it is essential to understand its underlying principles.
This book approaches ML as the computational implementation of the scientific principle. This principle consists of continuously adapting a model of a given data-generating phenomenon by minimizing some form of loss incurred by its predictions.
9789811681929
Machine learning
Modules of machine learning
006.31 JUN / JUN
Machine learning : the basics - Singapore: Springer Nature, 2022. - xvii, 212p. - Machine Learning : Foundations, Methodologies, and Applications .
Includes bibliographical references and index.
Machine learning (ML) has become a commonplace element in our everyday lives and a standard tool for many fields of science and engineering. To make optimal use of ML, it is essential to understand its underlying principles.
This book approaches ML as the computational implementation of the scientific principle. This principle consists of continuously adapting a model of a given data-generating phenomenon by minimizing some form of loss incurred by its predictions.
9789811681929
Machine learning
Modules of machine learning
006.31 JUN / JUN