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Machine Learning in Business Finance Using Python

Machine Learning in Business Finance Using Python

Hardcover

Investing & FinanceGeneral Computers

ISBN10: 9819811236
ISBN13: 9789819811236
Publisher: World Scientific Publishing Company
Published: Sep 3 2025
Pages: 316
Weight: 1.30
Height: 0.75 Width: 6.00 Depth: 9.00
Language: English
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.

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Lim, Kian Guan

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Investing & Finance