AI-Powered Bitcoin Trading: Evolving an Investment Strategy with Artificial Intelligence
暫譯: 人工智慧驅動的比特幣交易：利用人工智慧演變投資策略
Leahy, Eoghan
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茁壯，使用先進的加密貨幣分析和交易技術
本書的目的是提供一些有效的市場分析方法和創建完全自動化的 AI 優化交易系統的簡明而全面的背景。
本書概述了一些易於複製但高度有效的量化交易技術，這些技術可用於分析資產價格，然後將其應用於比特幣價格，展示如何從數據中生成可行的見解，這些見解可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慧技術進行增強。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，介紹了一個完全自動化的趨勢跟隨交易策略的案例研究，該策略利用人工智慧。Bitcoin AlphaBot(TM) 將人類洞察與 AI 驅動的優化相結合，以構建盈利的趨勢交易策略。
