TY  - BOOK
AU  - Leahy,Eoghan
TI  - AI-powered bitcoin trading : : developing an investment strategy with artificial intelligence 
SN  - 9781119661177 (hbk.)
AV  - HG 1710.3 L434a 2024
PY  - 2024///
CY  - Hoboken, New Jersey
PB  - John Wiley & Sons Inc
KW  - Inversiones
KW  - Innovaciones tecnológicas
KW  - Inteligencia artificial
KW  - Aplicaciones financieras
KW  - Bitcoin (Moneda electrónica)
KW  - Criptomonedas
N1  - "Quant market intelligence"--Cover; Includes bibliographical references (pages 155-159) and index; Chapter 1 The Block of Genesis1
 
Chapter 2 How Bitcoin Works15
 
Chapter 3 Valuing Bitcoin35
 
Chapter 4 Price Analysis for Prediction53
 
Chapter 5 Artificial Intelligence for Price Prediction65
 
Chapter 6 Traditional Trading Methods71
 
Chapter 7 Advanced Trading Techniques79
 
Chapter 8 Automating Signals and Strategies89
 
Chapter 9 Backtesting and Optimization105
 
Chapter 10 The Evolution of Artificial Intelligence119
 
Chapter 11 Case Study: Bitcoin AlphaBot™135
 
Chapter 12 Digital Asset Market Outlook145
 
References155
 
Author Bio161
 
Index163

N2  - 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
ER  -