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In addition to a comprehensive and easy-to-follow explanation of how ChatGPT and similar LLMs operate--including how they analyze sentiment in news headlines and correlate it with stock market movements--you'll learn about future trends in artificial intelligence and finance. You'll also discover how to implement contemporary and future tools into your investment strategies and processes, enhancing your professional and personal investment portfolios.
The Predictive Edge offers a unique and approachable blend of cutting-edge theoretical knowledge and practical trading strategies, providing valuable examples and bridging the gap between the complicated world of AI and the down-to-earth requirements of business and investment professionals. The book contains a conceptual AI toolkit, putting the power of artificial intelligence at your fingertips and giving you an edge in financial forecasting that's impossible to replicate.
Perfect for retail and professional investors, investment and portfolio managers, and securities analysts, The Predictive Edge is also a must-read for managers, executives, and directors responsible for understanding and responding to the markets, as well as tech and finance enthusiasts interested in the intersection of these two dynamic and fascinating sectors.
In addition to a comprehensive and easy-to-follow explanation of how ChatGPT and similar LLMs operate--including how they analyze sentiment in news headlines and correlate it with stock market movements--you'll learn about future trends in artificial intelligence and finance. You'll also discover how to implement contemporary and future tools into your investment strategies and processes, enhancing your professional and personal investment portfolios.
The Predictive Edge offers a unique and approachable blend of cutting-edge theoretical knowledge and practical trading strategies, providing valuable examples and bridging the gap between the complicated world of AI and the down-to-earth requirements of business and investment professionals. The book contains a conceptual AI toolkit, putting the power of artificial intelligence at your fingertips and giving you an edge in financial forecasting that's impossible to replicate.
Perfect for retail and professional investors, investment and portfolio managers, and securities analysts, The Predictive Edge is also a must-read for managers, executives, and directors responsible for understanding and responding to the markets, as well as tech and finance enthusiasts interested in the intersection of these two dynamic and fascinating sectors.
ALEJANDRO LOPEZ-LIRA, PHD, is an Assistant Professor of Finance at the University of Florida. His award-winning research is focused on machine learning and textual analysis and he has a lengthy background in finance from renowned institutions. He was the recipient of the 2023 BlackRock Best Paper Prize for the research underpinning this book.
Preface ix
Introduction xi
Part I Fundamentals 1
Chapter 1 Understanding the Stock Market 3
Chapter 2 Understanding Artificial Intelligence 27
Chapter 3 Large Language Models: A Game Changer 51
Chapter 4 Advanced Topics in LLMs 71
Part II ChatGPT and Stock Prediction 87
Chapter 5 What Is ChatGPT? 89
Chapter 6 Can ChatGPT Forecast Stock Price Movements? 121
Chapter 7 Implementing a ChatGPT Trading Strategy: A Step-by-Step Guide 135
Chapter 8 ChatGPT in Action: Practical Applications 157
Part III Envisioning a Financial Future with AI 175
Chapter 9 The Future of AI in Financial Forecasting 177
Chapter 10 How AI Is Shaping Our Economic Future 191
Appendix: Check Your Understanding Answers 211
References 229
Acknowledgments 233
About the Author 235
Index 237
Erscheinungsjahr: | 2024 |
---|---|
Fachbereich: | Betriebswirtschaft |
Genre: | Importe, Wirtschaft |
Rubrik: | Recht & Wirtschaft |
Medium: | Buch |
Inhalt: | Einband - fest (Hardcover) |
ISBN-13: | 9781394242719 |
ISBN-10: | 1394242719 |
Sprache: | Englisch |
Einband: | Gebunden |
Autor: | Lopez-Lira, Alejandro |
Hersteller: | Wiley |
Maße: | 233 x 156 x 29 mm |
Von/Mit: | Alejandro Lopez-Lira |
Erscheinungsdatum: | 11.07.2024 |
Gewicht: | 0,502 kg |
ALEJANDRO LOPEZ-LIRA, PHD, is an Assistant Professor of Finance at the University of Florida. His award-winning research is focused on machine learning and textual analysis and he has a lengthy background in finance from renowned institutions. He was the recipient of the 2023 BlackRock Best Paper Prize for the research underpinning this book.
Preface ix
Introduction xi
Part I Fundamentals 1
Chapter 1 Understanding the Stock Market 3
Chapter 2 Understanding Artificial Intelligence 27
Chapter 3 Large Language Models: A Game Changer 51
Chapter 4 Advanced Topics in LLMs 71
Part II ChatGPT and Stock Prediction 87
Chapter 5 What Is ChatGPT? 89
Chapter 6 Can ChatGPT Forecast Stock Price Movements? 121
Chapter 7 Implementing a ChatGPT Trading Strategy: A Step-by-Step Guide 135
Chapter 8 ChatGPT in Action: Practical Applications 157
Part III Envisioning a Financial Future with AI 175
Chapter 9 The Future of AI in Financial Forecasting 177
Chapter 10 How AI Is Shaping Our Economic Future 191
Appendix: Check Your Understanding Answers 211
References 229
Acknowledgments 233
About the Author 235
Index 237
Erscheinungsjahr: | 2024 |
---|---|
Fachbereich: | Betriebswirtschaft |
Genre: | Importe, Wirtschaft |
Rubrik: | Recht & Wirtschaft |
Medium: | Buch |
Inhalt: | Einband - fest (Hardcover) |
ISBN-13: | 9781394242719 |
ISBN-10: | 1394242719 |
Sprache: | Englisch |
Einband: | Gebunden |
Autor: | Lopez-Lira, Alejandro |
Hersteller: | Wiley |
Maße: | 233 x 156 x 29 mm |
Von/Mit: | Alejandro Lopez-Lira |
Erscheinungsdatum: | 11.07.2024 |
Gewicht: | 0,502 kg |