The Essentials of Machine Learning in Finance and Accounting

The Essentials of Machine Learning in Finance and Accounting
ISBN-10
1000394115
ISBN-13
9781000394115
Category
Business & Economics
Pages
259
Language
English
Published
2021-06-20
Publisher
Routledge
Authors
Petr Hajek, M. Kabir Hassan, Mohammad Zoynul Abedin

Description

• A useful guide to financial product modeling and to minimizing business risk and uncertainty • Looks at wide range of financial assets and markets and correlates them with enterprises’ profitability • Introduces advanced and novel machine learning techniques in finance such as Support Vector Machine, Neural Networks, Random Forest, K-Nearest Neighbors, Extreme Learning Machine, Deep Learning Approaches and applies them to analyze finance data sets • Real world applicable examples to further understanding

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