The programming language of this book is mainly MATLAB, and the algorithms of machine learning (methods for realizing artificial intelligence) are classified and introduced from the aspects of learning methods and theoretical knowledge. By reading this book, readers can form a systematic, comprehensive and complete understanding of machine learning, a subset of artificial intelligence, and gradually expand it in future research work, and then form their own system.
There are a total of 6 articles in the book, which are feature processing algorithms, classification and clustering algorithms, neural network algorithms, optimization algorithms, algorithms based on different mathematical ideas, and integrated algorithms. Each article introduces in detail the ideas, processes, core knowledge, advantages and disadvantages of common algorithms in this category, and provides a complete analysis of the specific application of the algorithm through actual case analysis and code display.
The readers of this book include quantitative investment managers of financial institutions, scientific researchers, algorithm engineers of Internet companies, teachers and students of relevant majors in colleges and universities, and other readers who are interested in machine learning technology for realizing artificial intelligence.
Reader comments
This book is so practical for college students like me who have just graduated and are looking for a job! The content in the book is systematic and comprehensive, and the case analysis and code display are also very detailed, which gave me a deeper understanding of machine learning algorithms. Moreover, I found that these algorithms are widely used in practical work, which makes me full of confidence in my future career development. I believe that this book will be a helpful assistant on my job search journey!
This book is so practical for college students like me who have just graduated and are looking for a job! The content in the book is systematic and comprehensive, and the case analysis and code display are also very detailed, which gave me a deeper understanding of machine learning algorithms. Moreover, I found that these algorithms are widely used in practical work, which makes me full of confidence in my future career development. I believe that this book will be a helpful assistant on my job search journey!