02893cam a22003498i 45000010009000000050017000090080041000260100017000670200018000840200031001020350013001330400023001460420008001690500020001770820033001971000019002302450046002492640022002953360026003173370028003433380027003715040051003985201600004496500084020497000032021337760080021659060045022459420014022909990017023049520110023219520112024312379994120260405102531.0240726s2025    flu      b    001 0 eng    a  2024033608  a9781032430584  a9781032430584q(paperback)  a23799941  aDLCbengerdacDLC  apcc00aHG104 .D66 202500a332.0285/57223/eng/20241126  eDong, Huijian 10aData Analytics in Finance /cHuijian Dong 1bCRC Press,c2025.  atextbtxt2rdacontent  aunmediatedbn2rdamedia  avolumebnc2rdacarrier  aIncludes bibliographical references and index.  aData 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. 0aFinancexData processing.2Data Analytics in FinanceyData Analytics in Finance1 aKose, Utku,d1985-eauthor.08tData Analytics in FinancedCRC Press, 2025z9781032430584w(DLC) 2024033609  a7bcbccorignewd1eecipf20gy-gencatlg  2lcccBOOK  c13000d13000  00102lcc4070aMAINbMAINd2026-04-05l0oHG104 .D66 2025p51952000270874r2026-04-05w2026-04-05yBOOK  00102lcc4070aMAINbFEMALEd2026-04-05l0oHG104 .D66 2025p51952000270867r2026-04-05w2026-04-05yBOOK