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For finance professionals and academics keen to understand the impact of artificial intelligence (AI) in their field, Artificial Intelligence in Finance, Volume 1: Fundamentals and Applications serves as a practical and extensive guide.
This book, the first in a two-volume series, aims to demystify the role of AI in finance, offering a clear and comprehensive overview that bridges the gap between complex AI concepts and their real-world financial applications.
The content is structured to build a strong foundation, starting with the basics of AI and financial engineering. It delves into key areas such as supervised and unsupervised learning, artificial neural networks, and natural language processing, presented in a manner that is accessible to both experienced finance professionals and newcomers.
The book also covers essential aspects of financial engineering, offering insights into its history, theory, and practical applications. This balanced approach ensures that readers not only gain theoretical knowledge but also understand how these concepts are applied in the finance industry.
Key features of the AI in Finance Framework are explored, including data modelling, handling of datsets, and the intricacies of feature engineering. Topics such as model performance metrics and the explainability of AI models are also addressed, providing a rounded perspective of AI’s current and potential role in finance.
Serving as a lead-up to the second volume, which will focus on reinforcement learning in finance and applications of AI in Finance, this book is an ideal resource for finance professionals looking to enhance their AI knowledge and for academics aiming to enter this evolving field. Artificial Intelligence in Finance, Volume 1: Fundamentals and Applications offers a comprehensive read for anyone interested in the intersection of AI and finance.
ASIN : B0DLGTC8JL
Publisher : Risk Books
Accessibility : Learn more
Publication date : October 29, 2024
Language : English
File size : 62.8 MB
Screen Reader : Supported
Enhanced typesetting : Enabled
X-Ray : Not Enabled
Word Wise : Not Enabled
ISBN-13 : 978-1782724636
Page Flip : Enabled
