Lim, Kian Guan (Singapore Management University, Singapore)
Machine Learning in Business Finance Using Python - World Scientific Series on Financial Data Analytics Lim, Kian Guan (Singapore Management University, Singapore)

Name: Machine Learning in Business Finance Using Python - World Scientific Series on Financial Data Analytics
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Author: Lim, Kian Guan (Singapore Management University, Singapore)

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Machine Learning in Business Finance Using Python - World Scientific Series on Financial Data Analytics

Lim, Kian Guan (Singapore Management University, Singapore)

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.

メディア	書籍 Hardcover Book (ハードカバー付きの本)
リリース済み	2025年9月3日
ISBN13	9789819811236
出版社	World Scientific Publishing Co Pte Ltd
ページ数	316
寸法	150 × 220 × 20 mm · 610 g