Machine Learning In Business Finance Using Python (Hardcover)

Kian Guan Lim

ISBN 10: 9819811236 / ISBN 13: 9789819811236

Editore: World Scientific Publishing Co Pte Ltd, Singapore, 2025

Hardcover. 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, Naive 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. This item is printed on demand. Shipping may be from our Sydney, NSW warehouse or from our UK or US warehouse, depending on stock availability. Codice articolo 9789819811236

Riassunto:

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.

Dati bibliografici

Titolo: Machine Learning In Business Finance Using ...
Casa editrice: World Scientific Publishing Co Pte Ltd, Singapore
Data di pubblicazione: 2025
Legatura: Hardcover
Condizione: new