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portada Machine Learning in Business Finance Using Python
Type
Physical Book
Language
English
Pages
316
Format
Hardcover
ISBN13
9789819811236

Machine Learning in Business Finance Using Python

Kian Guan Lim (Author) · World Scientific Publishing Company · Hardcover

Machine Learning in Business Finance Using Python - Kian Guan Lim

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Synopsis "Machine Learning in Business Finance Using Python"

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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