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AI-Powered Bitcoin Trading
Developing an Investment Strategy with Artificial Intelligence
Buch von Eoghan Leahy
Sprache: Englisch

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Beschreibung
In AI-Powered Bitcoin Trading: Developing an Investment Strategy with Artificial Intelligence, Quant Technical Strategist and Cryptocurrency trading expert Eoghan Leahy introduces an AI-powered optimization technique known as a Distributed Genetic Algorithm. This artificial intelligence technique mirrors the natural process of evolution to improve the performance of your strategy in a fraction of the time needed by traditional methods. Combining human insight with the power of AI can deliver exceptional results. The author explains how Bitcoin was created, how it works, and how to value it. He also discusses how to analyze price movements for the purposes of future predictions and how to employ artificial intelligence in those analyses.

Traditional as well as advanced trading methods and techniques are examined, and readers are shown how to automate these strategies. The Bitcoin AlphaBot(TM) trading system is analyzed as a case study to provide an example of an automated trading system that was enhanced with AI-powered optimization. The ability to analyze big data to develop actionable insights and automated trading systems has never been so easy. Learn how you can use AI to enhance your trading strategies.
In AI-Powered Bitcoin Trading: Developing an Investment Strategy with Artificial Intelligence, Quant Technical Strategist and Cryptocurrency trading expert Eoghan Leahy introduces an AI-powered optimization technique known as a Distributed Genetic Algorithm. This artificial intelligence technique mirrors the natural process of evolution to improve the performance of your strategy in a fraction of the time needed by traditional methods. Combining human insight with the power of AI can deliver exceptional results. The author explains how Bitcoin was created, how it works, and how to value it. He also discusses how to analyze price movements for the purposes of future predictions and how to employ artificial intelligence in those analyses.

Traditional as well as advanced trading methods and techniques are examined, and readers are shown how to automate these strategies. The Bitcoin AlphaBot(TM) trading system is analyzed as a case study to provide an example of an automated trading system that was enhanced with AI-powered optimization. The ability to analyze big data to develop actionable insights and automated trading systems has never been so easy. Learn how you can use AI to enhance your trading strategies.
Über den Autor

EOGHAN LEAHY is the Founder and CEO of Quant Market Intelligence Limited, an AI-powered trading and research company. Previously working as the quant strategy and cryptocurrency product specialist at Bloomberg LP, he has helped hedge funds, sovereign wealth funds, and treasury departments back-test and automate trading strategies. Leahy helped Bloomberg become the top-rated platform for data visualization and technical analysis. He created and edited a popular Bloomberg publication, "The Quarterly - Global Cross Asset Overview" which won several industry awards. In 2016 he delivered the first series of cryptocurrency seminars in the EMEA region for Bloomberg clients. He also collaborated internally on the early phases of BloombergGPT. He holds a BASc in economics from University College Dublin, a master's degree in international business from the UCD Smurfit Business School, and an MSc in High Performance Computing from Trinity College Dublin.

Inhaltsverzeichnis

Chapter 1 The Block of Genesis 1

Chapter 2 How Bitcoin Works 15

Chapter 3 Valuing Bitcoin 35

Chapter 4 Price Analysis for Prediction 53

Chapter 5 Artificial Intelligence for Price Prediction 65

Chapter 6 Traditional Trading Methods 71

Chapter 7 Advanced Trading Techniques 79

Chapter 8 Automating Signals and Strategies 89

Chapter 9 Backtesting and Optimization 105

Chapter 10 The Evolution of Artificial Intelligence 119

Chapter 11 Case Study: Bitcoin AlphaBot 135

Chapter 12 Digital Asset Market Outlook 145

References 155

Author Bio 161

Index 163

Details
Erscheinungsjahr: 2024
Fachbereich: Betriebswirtschaft
Genre: Importe, Wirtschaft
Rubrik: Recht & Wirtschaft
Medium: Buch
Inhalt: 176 S.
ISBN-13: 9781119661177
ISBN-10: 111966117X
Sprache: Englisch
Herstellernummer: 1W119661170
Einband: Gebunden
Autor: Leahy, Eoghan
Hersteller: Wiley
Verantwortliche Person für die EU: Wiley-VCH GmbH, Boschstr. 12, D-69469 Weinheim, product-safety@wiley.com
Maße: 231 x 157 x 20 mm
Von/Mit: Eoghan Leahy
Erscheinungsdatum: 21.05.2024
Gewicht: 0,376 kg
Artikel-ID: 123948547
Über den Autor

EOGHAN LEAHY is the Founder and CEO of Quant Market Intelligence Limited, an AI-powered trading and research company. Previously working as the quant strategy and cryptocurrency product specialist at Bloomberg LP, he has helped hedge funds, sovereign wealth funds, and treasury departments back-test and automate trading strategies. Leahy helped Bloomberg become the top-rated platform for data visualization and technical analysis. He created and edited a popular Bloomberg publication, "The Quarterly - Global Cross Asset Overview" which won several industry awards. In 2016 he delivered the first series of cryptocurrency seminars in the EMEA region for Bloomberg clients. He also collaborated internally on the early phases of BloombergGPT. He holds a BASc in economics from University College Dublin, a master's degree in international business from the UCD Smurfit Business School, and an MSc in High Performance Computing from Trinity College Dublin.

Inhaltsverzeichnis

Chapter 1 The Block of Genesis 1

Chapter 2 How Bitcoin Works 15

Chapter 3 Valuing Bitcoin 35

Chapter 4 Price Analysis for Prediction 53

Chapter 5 Artificial Intelligence for Price Prediction 65

Chapter 6 Traditional Trading Methods 71

Chapter 7 Advanced Trading Techniques 79

Chapter 8 Automating Signals and Strategies 89

Chapter 9 Backtesting and Optimization 105

Chapter 10 The Evolution of Artificial Intelligence 119

Chapter 11 Case Study: Bitcoin AlphaBot 135

Chapter 12 Digital Asset Market Outlook 145

References 155

Author Bio 161

Index 163

Details
Erscheinungsjahr: 2024
Fachbereich: Betriebswirtschaft
Genre: Importe, Wirtschaft
Rubrik: Recht & Wirtschaft
Medium: Buch
Inhalt: 176 S.
ISBN-13: 9781119661177
ISBN-10: 111966117X
Sprache: Englisch
Herstellernummer: 1W119661170
Einband: Gebunden
Autor: Leahy, Eoghan
Hersteller: Wiley
Verantwortliche Person für die EU: Wiley-VCH GmbH, Boschstr. 12, D-69469 Weinheim, product-safety@wiley.com
Maße: 231 x 157 x 20 mm
Von/Mit: Eoghan Leahy
Erscheinungsdatum: 21.05.2024
Gewicht: 0,376 kg
Artikel-ID: 123948547
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