Kniha Artificial Intelligence and Machine Learning-Powered Smart Finance Amandeep Singh

Artificial Intelligence and Machine Learning-Powered Smart Finance

Jazyk: Angličtina
Väzba: Brožovaná
Vydavateľ: IGI Global
Dostupnosť: Skladom u dodávateľa
Odosielame za 10-18 dní
272.15
In the field of finance, the pervasive influence of algorithms has transformed the very fabric of th...

Informácie o knihe

Jazyk
Angličtina
Väzba
Kniha - Brožovaná
Vydalo
2024
Stránok
384
EAN
9798369345054
Enbook ID
45197742
Vydavateľ
Hmotnosť
721
Rozmery
178 x 254 x 21

Kompletný popis

In the field of finance, the pervasive influence of algorithms has transformed the very fabric of the industry. Today, over 75% of trades are orchestrated by algorithms, making them the linchpin for trade automation, predictions, and decision-making. This algorithmic reliance, while propelling financial services into unprecedented efficiency, has also ushered in a host of challenges. As the financial sector becomes increasingly algorithm-driven, concerns about risk assessment, market manipulation, and the ethical implications of automated decision-making have taken center stage. Artificial Intelligence and Machine Learning-Powered Smart Finance , meticulously examines the intersection of computational finance and advanced algorithms and the challenges associated with this technology. As algorithms permeate various facets of financial services, the book takes a deep dive into their applications, spanning forecasting, portfolio optimization, market trends analysis, and cryptoanalysis. It sheds light on the role of AI-based algorithms in personnel selection, implementing trusted financial services, developing recommendation systems for financial platforms, and detecting fraud, presenting a compelling case for the integration of innovative solutions in the financial sector. As the book unravels the intricate tapestry of algorithmic applications in finance, it also illuminates the ethical considerations and governance frameworks essential for navigating the delicate balance between technological innovation and responsible financial practices.

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