Название: Machine Learning Автор: Yagang Zhang
Издательство: ITexLi
ISBN: 953-307-033-1
Год: 2017
Страниц: 446
Язык: английский
Формат: pdf
Размер: 16.7 MB
The goal of this book is to present the key algorithms, theory and applications that from the core of machine learning. Learning is a fundamental activity. It is the process of constructing a model from complex world. And it is also the prerequisite for the performance of any new activity and, later, for the improvement in this performance. Machine learning is concerned with constructing computer programs that automatically improve with experience. It draws on concepts and results from many fields, including artificial intelligence, statistics, control theory, cognitive science, information theory, etc. The field of machine learning is developing rapidly both in theory and applications in recent years, and machine learning has been applied to successfully solve a lot of real-world problems.