The Essentials of Machine Learning in Finance and Accounting

The Essentials of Machine Learning in Finance and Accounting Mohammad Zoynul Abedin
This book introduces machine learning in finance and illustrates how we can use computational tools in numerical finance in real world context. These computational techniques are particularly useful in financial risk management, corporate bankruptcy prediction, stock price prediction and portfolio management. The book also offers practical and managerial implications of financial and managerial decision support systems and how these systems capture vast amount of financial data. Business risk and uncertainty are two toughest challenges in the financial industry. This book will be a useful guide to the use of machine learning in forecasting, modeling, trading, risk management, economics, credit risk, and portfolio management. Categories:
Computers – Computer Science
Year:
2021
Edition:
1
Publisher:
Routledge
Language:
english
Pages:
296 / 259
ISBN 10:
1003037909
ISBN 13:
9781003037903
File:
104 MB