Название: Generative AI for Trading and Asset Management
Автор: Hamlet Jesse Medina Ruiz, Ernest Chan
Издательство: Wiley
Год: 2025
Страниц: 320
Язык: английский
Формат: epub (true)
Размер: 10.9 MB
Expert guide on using AI to supercharge traders' productivity, optimize portfolios, and suggest new trading strategies. Generative AI for Trading and Asset Management is an essential guide to understand how Generative AI has emerged as a transformative force in the realm of asset management, particularly in the context of trading, due to its ability to analyze vast datasets, identify intricate patterns, and suggest complex trading strategies. Practically, this book explains how to utilize various types of AI: unsupervised learning, supervised learning, reinforcement learning, and large language models (LLMs) to suggest new trading strategies, manage risks, optimize trading strategies and portfolios, and generally improve the productivity of algorithmic and discretionary traders alike. These techniques converge into an algorithm to trade on the Federal Reserve chair's press conferences in real time.