Название: Data Analytics in Finance
Автор: Huijian Dong
Издательство: CRC Press
Год: 2025
Страниц: 290
Язык: английский
Формат: pdf, epub (true)
Размер: 10.1 MB
Data Analytics in Finance covers the methods and application of data analytics in all major areas of finance, including buy-side investments, sell-side investment banking, corporate finance, consumer finance, financial services, real estate, insurance, and commercial banking. It explains statistical inference of Big Data, financial modeling, Machine Learning, database querying, data engineering, data visualization, and risk analysis. Emphasizing financial data analytics practices with a solution-oriented purpose, it is a “one-stop-shop” of all the major data analytics aspects for each major finance area. Each chapter is crafted to provide complete guidance for many subject areas including investments, fraud detection, and consumption finance. Avoiding data analytics methods widely available elsewhere, the book focuses on providing data analytics methods specifically applied to key areas of finance. Written as a roadmap for researchers, practitioners, and students to master data analytics instruments in finance, the book also provides a collection of indispensable resources for the readers’ reference.
