Novel Financial Applications of Machine Learning and Deep Learning is popular PDF and ePub book, written by Mohammad Zoynul Abedin in 2023-03-01, it is a fantastic choice for those who relish reading online the Business & Economics genre. Let's immerse ourselves in this engaging Business & Economics book by exploring the summary and details provided below. Remember, Novel Financial Applications of Machine Learning and Deep Learning can be Read Online from any device for your convenience.
Novel Financial Applications of Machine Learning and Deep Learning Book PDF Summary
This book presents the state-of-the-art applications of machine learning in the finance domain with a focus on financial product modeling, which aims to advance the model performance and minimize risk and uncertainty. It provides both practical and managerial implications of financial and managerial decision support systems which capture a broad range of financial data traits. It also serves as a guide for the implementation of risk-adjusted financial product pricing systems, while adding a significant supplement to the financial literacy of the investigated study. The book covers advanced machine learning techniques, such as Support Vector Machine, Neural Networks, Random Forest, K-Nearest Neighbors, Extreme Learning Machine, Deep Learning Approaches, and their application to finance datasets. It also leverages real-world financial instances to practice business product modeling and data analysis. Software code, such as MATLAB, Python and/or R including datasets within a broad range of financial domain are included for more rigorous practice. The book primarily aims at providing graduate students and researchers with a roadmap for financial data analysis. It is also intended for a broad audience, including academics, professional financial analysts, and policy-makers who are involved in forecasting, modeling, trading, risk management, economics, credit risk, and portfolio management.
Detail Book of Novel Financial Applications of Machine Learning and Deep Learning PDF
- Author : Mohammad Zoynul Abedin
- Release : 01 March 2023
- Publisher : Springer Nature
- ISBN : 9783031185526
- Genre : Business & Economics
- Total Page : 235 pages
- Language : English
- PDF File Size : 9,7 Mb
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