Machine Learning in Business Finance Using Python - World Scientific Series on Financial Data Analytics - Lim, Kian Guan (Singapore Management University, Singapore) - Grāmatas - World Scientific Publishing Co Pte Ltd - 9789819811236 - 2025. gada 3. septembris
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Lim, Kian Guan (Singapore Management University, Singapore)
Machine Learning in Business Finance Using Python - World Scientific Series on Financial Data Analytics

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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.

Mediji Grāmatas     Hardcover Book   (Grāmata ar cieto muguriņu un vāku)
Izlaists 2025. gada 3. septembris
ISBN13 9789819811236
Izdevēji World Scientific Publishing Co Pte Ltd
Lapas 316
Izmēri 150 × 220 × 20 mm   ·   610 g

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