AI-Powered Bitcoin Trading: Developing an Investment Strategy with Artificial Intelligence

AI-Powered Bitcoin Trading: Developing an Investment Strategy with Artificial Intelligence
by 作者: Eoghan Leahy (Author)
Publisher Finelybook 出版社: Wiley
Edition: 1st
Publication Date 出版日期: 2024-05-21
Language 语言: English
Pages 页数: 176 pages
ISBN-10 书号: 111966117X
ISBN-13 书号: 9781119661177


Book Description

Survive and thrive amongst the professional traders using sophisticated cryptocurrency analysis and trading techniques

The purpose of this book is to provide a concise yet comprehensive background of some effective methods for analyzing markets and creating fully automated AI-optimized trading systems.

The book outlines some easy-to-replicate yet highly effective quant trading techniques that can be used for analyzing asset prices and then apply them to Bitcoin prices, showing how to generate actionable insights from data that can be used to create fully automated trading signals and systems.

Big data analytics can be enhanced with artificial intelligence techniques. Back testing and optimization methods are presented with a special emphasis placed on the use of distributed genetic algorithms for parameter optimization.

Finally, a case study of a fully automated trend-following trading strategy that leverages artificial intelligence is presented. Bitcoin AlphaBot™ combines human insight with AI-driven optimization to build profit table trend trading strategies.

From the Inside Flap

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™ 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.


From the Back Cover

USE THE POWER OF ARTIFICIAL INTELLIGENCE TO OPTIMIZE YOUR TRADING FOR PEAK PERFORMANCE

AI-Powered Bitcoin Trading: Developing an Investment Strategy with Artificial Intelligence by Eoghan Leahy offers a groundbreaking exploration into the use of AI for optimizing trading strategies. Leahy guides readers through the intricacies of Bitcoin, providing essential background on its creation and valuation, and delves into both traditional and advanced trading methods. With a focus on actionable insights, this book teaches you how to harness big data and AI to generate trading signals, back-test and optimize strategies. Distributed Genetic Algorithms are also introduced as a method to enhance investment returns. A comprehensive case study based on the Bitcoin AlphaBot™ trading system shows how a fully automated, AI-driven trend-following strategy can be developed and evaluated. This insightful guide is invaluable for anyone looking to improve their trading using artificial intelligence.

PRAISE FOR AI-POWERED BITCOIN TRADING

“An easy-to-understand, concise explanation of the workings behind Bitcoin and how to value it as a financial asset. Bitcoin AlphaBot’s performance has been impressive too.”
―Tom Pelc, Founder, Pelc Enterprises Ltd, Chief Investment Officer, Fortu Wealth

“Eoghan explains the foundational elements of trading strategies in clear terms. The application of artificial intelligence for parameter optimization is very insightful, and equally accessible.”
―Tyler Wood, CMT, Managing Director, CMT Association, Co-Founder, GoNoGo Charts

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