Machine Learning In Business Finance Using Python (World Scientific Series on Financial Data Analytics) - Hardcover

Lim, Kian Guan

 
9789819811236: Machine Learning In Business Finance Using Python (World Scientific Series on Financial Data Analytics)
Hardcover
ISBN 10: 9819811236 ISBN 13: 9789819811236
Publisher: WSPC, 2025

Synopsis

This book is an introduction to machine learning using Python programming language with applications in finance and business. Coverages include the prediction methods of logistic regression, Naïve Bayes, k-Nearest Neighbor, Support Vector Machine, Random Forest, Gradient Boosting, and various types of Neural Networks. Performance measurements and assessments of feature importance are also explained. The book also contains detailed examples of the applications with data. Python codes are explained in a step-by-step manner using Jupyter Notebook so that the readers can practise on their own.

"synopsis" may belong to another edition of this title.

About the Author

Prof Lim Kian Guan (PhD, MS, MA Stanford University (1981–1986). BSc I, UMIST (1975–1978)) is Professor Emeritus at Singapore Management University (2001–2024). Previously he was a Professor at National University of Singapore (1980–2001). Prof Lim has published several books with World Scientific and de Gruyter Berlin. He was an editorial board member of International Journal of Data Science and Analytics with Springer.

"About this title" may belong to another edition of this title.

Publisher
WSPC
Publication date
2025
Language
English
ISBN 10 
9819811236
ISBN 13 
9789819811236
Binding
Hardcover
Number of pages
314