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

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

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

Author(s): Eoghan Leahy (Author)

  • Publisher: Wiley
  • Publication Date: 23 May 2024
  • Edition: 1st
  • Language: English
  • Print length: 176 pages
  • ISBN-10: 111966117X
  • ISBN-13: 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.

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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.

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