Artificial Intelligence in Finance : A Python-Based Guide
Language: English
Published by O'reilly Media Nov 2020, 2020
- Softcover
- New
Seller: AHA-BUCH GmbH, Einbeck, GermanyAHA-BUCH GmbH
AbeBooks seller since August 14, 2006
Condition: New
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Neuware - The widespread adoption of AI and machine learning is revolutionizing many industries today. Once these technologies are combined with the programmatic availability of historical and real-time financial data, the financial industry will also change fundamentally. With this practical book, you'll learn how to use AI and machine learning to discover statistical inefficiencies in financial markets and exploit them through algorithmic trading.Author Yves Hilpisch shows practitioners, students, and academics in both finance and data science practical ways to apply machine learning and deep learning algorithms to finance. Thanks to lots of self-contained Python examples, you'll be able to replicate all results and figures presented in the book.In five parts, this guide helps you:- Learn central notions and algorithms from AI, including recent breakthroughs on the way to artificial general intelligence (AGI) and superintelligence (SI)- Understand why data-driven finance, AI, and machine learning will have a lasting impact on financial theory and practice- Apply neural networks and reinforcement learning to discover statistical inefficiencies in financial markets- Identify and exploit economic inefficiencies through backtesting and algorithmic trading--the automated execution of trading strategies- Understand how AI will influence the competitive dynamics in the financial industry and what the potential emergence of a financial singularity might bring about.…
Seller Inventory # 9781492055433
- Title
- Artificial Intelligence in Finance : A Python-Based Guide
- Author
- Yves Hilpisch
- Publisher
- O'reilly Media Nov 2020
- Publication year
- 2020
- Condition
- Neu
- Binding
- Taschenbuch
- Language
- English
- ISBN 10
- 1492055433
- ISBN 13
- 9781492055433
- Item weight
- 822 grams
- Dimensions
- 233x179x32 mm
The widespread adoption of AI and machine learning is revolutionizing many industries today. Once these technologies are combined with the programmatic availability of historical and real-time financial data, the financial industry will also change fundamentally. With this practical book, you'll learn how to use AI and machine learning to discover statistical inefficiencies in financial markets and exploit them through algorithmic trading.
Author Yves Hilpisch shows practitioners, students, and academics in both finance and data science practical ways to apply machine learning and deep learning algorithms to finance. Thanks to lots of self-contained Python examples, you'll be able to replicate all results and figures presented in the book.
In five parts, this guide helps you:
- Learn central notions and algorithms from AI, including recent breakthroughs on the way to artificial general intelligence (AGI) and superintelligence (SI)
- Understand why data-driven finance, AI, and machine learning will have a lasting impact on financial theory and practice
- Apply neural networks and reinforcement learning to discover statistical inefficiencies in financial markets
- Identify and exploit economic inefficiencies through backtesting and algorithmic trading--the automated execution of trading strategies
- Understand how AI will influence the competitive dynamics in the financial industry and what the potential emergence of a financial singularity might bring about
"Synopsis" may belong to another edition of this title.
About the Author
"About the title" may belong to another edition of this title.
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