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MACHINE LEARNING IN BUSINESS FINANCE USING PYTHON - Lim Kian Guan

Anglų
2025-08-22
135,37 € 180,49 €

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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 boo ... Visas aprašymas

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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.

Daugiau informacijos

Autorius Lim Kian Guan
Leidėjas World Scientific Publishing Company
Išleidimo metai 2025
Viršelio tipas Kieti viršeliai
EAN 9789819811236
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135,37 € 180,49 €