Creamer, German
Machine Learning and AI in Finance
- ISBN 13:
- 9780367703332
- author:
- Creamer, German
- format:
- Paperback
- publisher:
- Routledge
- language:
- English
- Publication Year:
- 2023
- Pages:
- 120
- Dimensions:
- 29.7 x 21 centimetres (0.36 kg)
- Genre:
- Business, General, Computers,
- Condition:
- New
- Availability:
- Item usually sent within 10 working days
Description
Machine learning and AI in finance explores the latest advances in applying innovative machine learning and artificial intelligence models to predict financial time series, simulate financial market structures, and test investment strategies. This book presents new theoretical and applied perspectives on using AI to address unsolved finance questions. New developments explored include building a universal model for multiple stocks, developing predictive models based on crowd prices, forecasting stock prices with neural networks, clustering multivariate time series into different market states, and testing investment strategies with unsupervised learning algorithms. By examining these approaches, readers can gain insights into the potential of machine learning and AI in finance. The book offers a comprehensive overview of recent advances in applying machine learning and artificial intelligence to financial markets, making it a valuable resource for professionals and researchers in the field.
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