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Machine Learning In Business Finance Using Python by Kian Guan Lim 9789819811236
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Machine Learning In Business Finance Using Python by Kian Guan Lim 9789819811236

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Description

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.

Book Information
ISBN 9789819811236
Author Kian Guan Lim
Format Hardback
Page Count 316
Imprint World Scientific Publishing Co Pte Ltd
Publisher World Scientific Publishing Co Pte Ltd

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