MACHINE LEARNING IN BUSINESS FINANCE USING PYTHON

von Lim Kian Guan

316 Seiten, Hardcover

Kurzbeschreibung des Verlags

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.

• Themen: Wirtschaftswissenschaft, Finanzen, Betriebswirtschaft und Management Finanz- und Rechnungswesen Finanzenwesen und Finanzindustrie
• ISBN: 9789819811236
• Sprache: Englisch
• Erscheinungsdatum: 22.08.2025
• Größe: 235 x 157 mm
• Verlag: World Scientific