November 2022
Intermediate to advanced
392 pages
10h 8m
Chinese
Overview
虽然算法交易曾经是机构参与者的专属领域，但是现在已经开放给了使用在线平台的小型组织和个人交易者。今天Python及其强大的软件包生态系统是许多交易者首选的工具。在这本非常实用的书中，本书作者向学生、学者及从业者展示了如何在有趣的算法交易领域使用Python。
你将学习几种在不同方面应用Python进行算法交易的方法，例如如何回测交易策略，以及如何与在线交易平台交互。一些非常大的买方和卖方机构都大量使用Python。通过探索系统的构建和部署自动算法交易策略，本书将帮助你实现公平竞争。
- 为算法交易配置合适的Python环境。
- 了解如何从公共和专有数据源检索金融数据。
- 使用NumPy和pandas探索金融分析的矢量化。
- 掌握不同算法交易策略的矢量化回测。
- 使用机器学习和深度学习生成市场预测。
- 使用套接字编程工具对流数据进行实时处理。
- 使用OANDA和FXCM交易平台实施自动算法交易策略。
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