02735cam a22003378i 4500 23799941 20260405102531.0 240726s2025 flu b 001 0 eng 2024033608 9781032430584 9781032430584 (paperback) 23799941 DLC eng rda DLC pcc HG104 .D66 2025 332.0285/57 23/eng/20241126 Dong, Huijian Data Analytics in Finance / Huijian Dong CRC Press, 2025. text txt rdacontent unmediated n rdamedia volume nc rdacarrier Includes bibliographical references and index. 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. The book paints a comprehensive picture of the data analytics process including: Statistical inference of big data Financial modeling Machine learning and AI Database querying Data engineering Data visualization Risk analysis 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. Offering the knowledge and tools necessary to thrive in a data-driven financial landscape, this book enables readers to deepen their understanding of investments, develop new approaches to risk management, and apply data analytics to finance. Finance Data processing. Data Analytics in Finance Data Analytics in Finance Kose, Utku, 1985- author. Data Analytics in Finance CRC Press, 2025 9781032430584 (DLC) 2024033609 7 cbc orignew 1 ecip 20 y-gencatlg lcc BOOK 13000 13000 0 0 lcc 0 0 MAIN MAIN 2026-04-05 0 HG104 .D66 2025 51952000270874 2026-04-05 2026-04-05 BOOK 0 0 lcc 0 0 MAIN FEMALE 2026-04-05 0 HG104 .D66 2025 51952000270867 2026-04-05 2026-04-05 BOOK