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The Predictive Edge
Outsmart the Market Using Generative AI and ChatGPT in Financial Forecasting
Buch von Alejandro Lopez-Lira
Sprache: Englisch

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Beschreibung
In The Predictive Edge: Outsmart the Market Using Generative AI and ChatGPT in Financial Forecasting, veteran finance and machine learning researcher Dr. Alejandro Lopez-Lira delivers an insightful and practical discussion of how to use large language models (LLMs)--like ChatGPT--to unlock new investment opportunities and make better decisions. In the book, you'll explore how to interpret the outputs of LLMs to inform your trading strategies, incorporating broader market sentiment into your analyses of individual securities and the market as a whole.

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 The Predictive Edge: Outsmart the Market Using Generative AI and ChatGPT in Financial Forecasting, veteran finance and machine learning researcher Dr. Alejandro Lopez-Lira delivers an insightful and practical discussion of how to use large language models (LLMs)--like ChatGPT--to unlock new investment opportunities and make better decisions. In the book, you'll explore how to interpret the outputs of LLMs to inform your trading strategies, incorporating broader market sentiment into your analyses of individual securities and the market as a whole.

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.
Über den Autor

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.

Inhaltsverzeichnis

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

Details
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
Artikel-ID: 128333051
Über den Autor

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.

Inhaltsverzeichnis

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

Details
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
Artikel-ID: 128333051
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