AI-Powered Bitcoin Trading: Evolving an Investment Strategy with Artificial Intelligence
Leahy, Eoghan
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商品描述
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(TM) combines human insight with AI-driven optimization to build profit table trend trading strategies.
商品描述(中文翻譯)
在專業交易者中生存並蓬勃發展，使用複雜的加密貨幣分析和交易技巧。
本書的目的是提供簡潔而全面的背景，介紹一些有效的市場分析方法和創建完全自動化的AI優化交易系統。
本書概述了一些易於複製但極其有效的量化交易技術，可用於分析資產價格，然後應用於比特幣價格，展示如何從數據中獲得可行的見解，並用於創建完全自動化的交易信號和系統。
大數據分析可以通過人工智能技術進一步提升。書中介紹了回測和優化方法，特別強調使用分佈式遺傳算法進行參數優化。
最後，書中提供了一個完全自動化的趨勢跟踪交易策略的案例研究，該策略結合了人類洞察力和基於人工智能的優化，以建立盈利的趨勢交易策略。Bitcoin AlphaBot(TM)將人工智能與優化相結合，建立盈利的趨勢交易策略。
