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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-dca-bot/
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课程名称：Python外汇算法交易：构建DCA交易机器人 课程概述： 本课程包含8个主要部分，旨在教授学员如何使用Python进行外汇算法交易，具体包括以下内容： 1. **Python基础**：面向完全初学者，涵盖以下主题： - 安装Python及设置IDE - 打印函数与F字符串 - 变量和基本数据类型 - Python运算符 - Python函数 - 全局变量与局部变量 - 列表的使用 - 字典的使用 - 条件语句（If Else） - 循环（While Loops、Break和Continue语句） - 循环（For Loops） - 类和对象的基础 2. **使用Pandas库进行数据分析**：学习如何利用Pandas库进行外汇计算，讨论内容包括： - Pandas序列 - Pandas数据框 - 选择特定行和列 - 根据条件选择行 - 遍历数据框中的列 3. **外汇基础**：介绍外汇相关术语和基本计算，包括： - 安装MetaTrader及设置正确的经纪账户 - 外汇货币对类型 - 买入、卖出及点差 - 手数、点数、杠杆与保证金 - 基本计算 - 外汇订单类型 4. **构建DCA策略计划**：设计交易机器人的蓝图。 5. **使用mt5库进行算法交易**：创建交易机器人的功能，包括： - 使用Python打开和关闭不同类型订单的函数 - 获取当前持仓详情 - 基本计算（盈亏、保证金、总交易量） 6. **构建交易机器人**：将所有函数整合并组装成机器人。 7. **多进程处理**：整合功能，实现同时交易多个货币对。 8. **实盘交易**：等待合适的市场条件和正确的货币对，然后进行实盘交易。 该课程适合希望深入了解外汇市场并学习自动化交易的学员，通过系统的学习和实践，掌握使用Python进行外汇交易的能力。
There are 8 main sections in this courseBasics of PythonData Analysis with Pandas Library in PythonBasics of ForexBuilding the DCA 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 DCA 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 putting all the functions together and assembling the botLive TradingWe are waiting for suitable market conditions and correct currency pairs.Then we do live trading
