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所在平台: Udemy |
课程主页: https://www.udemy.com/course/algorithmic-trading-strategies-in-python/
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课程名称：Python中的算法交易策略 课程概述：欢迎参加Python中的算法交易策略综合课程！我叫Ziad，拥有超过十年的算法交易经验，将带您深入探索算法交易的迷人世界。在本课程中，我们将深入了解算法交易的基本原则，包括关键概念、交易心态以及算法交易的优缺点。您将掌握交易术语，探讨技术交易与基本面交易的区别，并理解构成算法交易基础的基本交易策略。 您将发现多种算法交易策略，包括均值回归、动量交易和统计套利。学习如何使用Python提取和分析市场数据，探索不同时间框架、逐笔数据，并利用API进行数据检索。深入研究使用Python库（如TA-Lib和Pandas_TA）进行技术分析的实现，以进行有效的技术指标分析。 该课程还涵盖统计分析和建模的高级主题，包括时间序列分析、统计套利和因子模型。您将发展和优化交易策略，理解成功的关键组成部分，并通过回测来测试策略，评估表现，确保结果的稳健性。最后，掌握使用Python执行交易的方法，实现从回测到实盘交易的无缝过渡。 本课程内容直当要点，专注于Python中的数值交易系统。尽管假设有一定的Python基础，如果您需要加强相关技能，我还提供了有关Python基础、面向对象编程以及Numpy和Pandas的深入培训课程。 无论您是经验丰富的开发者还是刚刚开始编码的初学者，本课程都能提供有价值的见解、实用知识和明确的算法交易学习路线图。立即加入我们，迈出您交易旅程的下一步吧！ 关键主题： - 算法交易基础 - 交易心态与情绪 - 技术交易与基本面交易 - 均值回归、动量和统计套利策略 - Python中的数据检索与探索性分析 - 使用TA-Lib和Pandas_TA的技术指标 - 统计分析与建模 - 策略开发与优化 - 性能评估的回测 - Python中的执行与实盘交易 今天就解锁算法交易的力量吧！注册并通过Python专业知识转变您的交易策略。
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