000			01804nam a22001697a 4500
020			_a9783030837983
041			_aENG
082			_a332.0285 _bDER
100			_aDerindere Köseoğlu, Sinem
245			_aFinancial data analytics: _btheory and application / _cSinem Derindere Koseoglu
260			_aSwitzerland : _bSpringer , _c2022.
300			_axiii, 384 Pages : _bcolor illustrations ; _c23 cm.
440			_aContributions to Finance and Accounting
520			_aThis book presents both theory of financial data analytics, as well as comprehensive insights into the application of financial data analytics techniques in real financial world situations. It offers solutions on how to logically analyze the enormous amount of structured and unstructured data generated every moment in the finance sector. This data can be used by companies, organizations, and investors to create strategies, as the finance sector rapidly moves towards data-driven optimization. This book provides an efficient resource, addressing all applications of data analytics in the finance sector. International experts from around the globe cover the most important subjects in finance, including data processing, knowledge management, machine learning models, data modeling, visualization, optimization for financial problems, financial econometrics, financial time series analysis, project management, and decision making. The authors provide empirical evidence as examples of specific topics. By combining both applications and theory, the book offers a holistic approach. Therefore, it is a must-read for researchers and scholars of financial economics and finance, as well as practitioners interested in a better understanding of financial data analytics.
650			_aFinance _xAnalytics techniques
942			_2ddc _cBK
999			_c23716 _d23716