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所在平台: Udemy |
课程主页: https://www.udemy.com/course/forex-algorithmic-trading-with-python-build-a-grid-bot/
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**课程名称：** 使用 Python 进行外汇算法交易：构建网格交易机器人 **课程概述：** 本课程旨在教授学员如何利用 Python 语言和 Pandas 库，结合外汇市场知识，构建一个自动化的交易机器人。课程循序渐进，从 Python 基础讲起，逐步深入到外汇市场术语、交易策略设计、使用 `mt5` 库进行算法交易，最终实现多货币对同时交易和实盘交易。 **主要内容模块：** 1. **Python 基础：** 适合零基础学员，涵盖 Python 安装、IDE 配置、基本数据类型、运算符、函数、变量作用域、列表、字典、条件语句、循环语句、类与对象等核心概念。 2. **Pandas 数据分析库：** 学习使用 Pandas 进行外汇数据分析，包括 Series、DataFrame 的创建与操作、数据筛选、条件选择以及 DataFrame 遍历等，为交易策略提供数据支持。 3. **外汇市场基础：** 介绍外汇市场基本术语，如货币对类型、买卖价、点差、手数、点数、杠杆、保证金，并讲解如何进行关键的外汇计算，以及不同订单类型的含义。 4. **构建策略计划：** 设计交易机器人的具体交易策略蓝图，为后续的编码实现奠定基础。 5. **使用 `mt5` 库进行算法交易：** 学习如何利用 `mt5` 库与 MetaTrader 5 平台交互，编写函数以实现开仓、平仓、获取持仓详情、进行利润/亏损、保证金、总交易量等核心交易操作。 6. **构建交易机器人：** 将之前学习的函数和策略整合，组装成一个功能完整的交易机器人。 7. **多进程（同时交易多个货币对）：** 通过引入类和多线程机制，升级机器人，使其能够同时处理多个货币对的交易，提高效率。 8. **实盘交易：** 在模拟或真实市场条件下，等待合适的交易机会，进行实盘交易操作。
There are 8 main sections in this courseBasics of PythonData Analysis with Pandas Library in PythonBasics of ForexBuilding the Strategy PlanAlgorithmic Trading with mt5 LibraryBuilding the Trading BotMultiprocessing ( Trading Multiple Currency Pairs Simultaneously )Live Trading Basics of Python -This section is for absolute beginners in python. We are discussing about following topics.Installing Python and Setting up IDEPrint Function and F StringsVariables and Basic Data Types in PythonOperators in PythonPython FunctionsGlobal and Local Variables in PythonWorking with ListsWorking with DictionariesIf Else Statements in PythonWhile Loops, Break and Continue StatementsFor LoopsClasses and Objects in PythonData Analysis with Pandas Library in PythonPandas is a Python library created for data analysis. We are using this library to do essential forex calculations.We are discussing about,Pandas SeriesPandas Data FramesSelecting Specific Rows and Columns in a DataframeSelecting Rows in a Data Frame by ConditionsIterating Colums in a DataframeBasics of ForexWe will discuss terminology in forex and do essential calculations.Installing MetaTrader and Setting Up a Correct Broker AccountTypes of Currency Pairs in ForexBid, Ask and SpreadLots, Pips , Leverage and MarginEssential CalculationsTypes of Orders in ForexBuilding the Strategy PlanIn this section, we will be designing blue print of our trading botAlgorithmic Trading with mt5 LibraryWe are creating functions of our trading bot(Functions for Opening and Closing Different Types of Orders with PythonGetting Current Position Details,Basic Calculations ( Profit/Loss , Margin , Total Volume ))Building the Trading BotWe are putting all the functions together and assembling the botMultiprocessingWe are Upgrading our Bot with Classes and Threading. After that He Can Trade Multiple Currency Pairs at the Same Time.Live TradingWe are waiting for suitable market conditions and correct currency pairs.Then we do live trading
