01791nam 2200457 450 991081606470332120210320075943.01-119-60299-81-119-60297-1(CKB)4100000011715357(MiAaPQ)EBC6452695(CaSebORM)9781119602989(PPN)272715352(EXLCZ)99410000001171535720210320d2021 uy 0engurcnu||||||||txtrdacontentcrdamediacrrdacarrierBig data science in finance /by Irene Aldridge, Marco AvellanedaHoboken, New Jersey :Wiley,[2021]©20211 online resource (339 pages)1-119-60298-X Why big data? -- Neural networks in finance -- Supervised models -- Semi-supervised learning -- Letting the data speak with unsupervised learning -- Big data factor models -- Data as a signal versus noise -- Applications : big data in options pricing and stochastic modeling -- Data clustering."Data Science has overtaken the way the finance and investment is done on Wall Street. All tools and techniques driving decision-making are being revamp with the help of applied mathematics and code"--Provided by publisher.Big dataFinanceDecision makingData processingBig data.FinanceDecision makingData processing.005.7Aldridge Irene1975-905693Avellaneda Marco1955-MiAaPQMiAaPQMiAaPQBOOK9910816064703321Big data science in finance4022456UNINA