AI-powered bitcoin trading : developing an investment strategy with artificial intelligence /
Eoghan Leahy.
- Hoboken, New Jersey : John Wiley & Sons Inc ; 2024.
Contenidos : The block of genesis How Bitcoin works Valuing Bitcoin Price analysis for prediction Artificial intelligence for price prediction Traditional trading methods Advanced trading techniques Automating signals and strategies Backtesting and optimization The evolution of artificial intelligence Case study: Bitcoin AlphaBot™ Digital asset market outlook
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.