Cover of Machine Learning In Business Finance Using Python by Lim Kian Guan, ISBN 9798886132014
COMPUTATIONAL ECONOMICS

Machine Learning In Business Finance Using Python

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Paperback · ISBN 9798886132014

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Key Specifications

ISBN 9798886132014
Publisher World Scientific
Language English
Page count 316

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.