01389nam a22002177a 450000500170000000800410001702000180005804000070007604100080008308200260009110000280011724500610014526000290020630000290023536500640026452007470032865000350107570000200111070000160113070000250114620250212112829.0250212b           ||||| |||| 00| 0 eng d  a9781032973654  cAL  aeng  223a332.0285631bABEE  aMohammad, Zoynul Abedin  aEssentials of machine learning in finance and accounting  aLondonbRoutledge c2025  axxiv,234p.bPBc24x15cm.  2Generala6391b₹1196.00c₹d₹1495.00e20%f06/02/2025  aThis 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 of the 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.  2EconomicsaFinancial Economics  aHassan, Kabir M  aHajek, Petr  aUddin, Mohammed Mohi