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所在平台: Udemy |
课程主页: https://www.udemy.com/course/icici-direct-breeze-api-for-algo-trading/
课程评论：没有评论
课程名称：ICICI Direct Breeze API用于算法交易 课程概述：股市交易高度依赖于人类情绪。诸如损失厌恶与心理账户等情感偏见会对我们的投资决策产生负面影响。通过本课程，您将能够自动化您的交易策略，包括身份验证、数据提取、技术分析、信号生成和风险管理等。您将学习如何使用MySQL数据库进行数据的保存与提取。ICICI Direct是印度领先的证券经纪商，通过本课程，您可以在几天内与Breeze API完成集成。课程详细解释了Breeze API的架构，该API是免费的。本课程涵盖完整的API功能，包括：手动、半自动和全自动登录，使用Selenium简化的API登录过程；订单管理，包括下单、修改、取消订单和设置移动止损单；不同蜡烛大小的历史OHLC数据下载；接收多种工具的实时行情数据并存储于数据库中；使用Excel/Google表格和Python进行市场/趋势分析及技术指标研究；创建音视频警报以监控多只股票的涨跌限制；编写模拟交易的策略代码；额外讲解SMA和晨间市场方向策略的实例。本课程的资源部分提供了所有工作代码的Jupyter笔记本。无论您是希望在数据科学领域发展职业的学生，还是希望自动化策略的交易员，本课程都非常适合您。
Stock market trading is highly dependent on human emotions. Our emotional biases like loss aversion & mental accounting negatively affect our decisions in the stock market. Using this course you will be able to automate your strategy including authentication, extracting data, performing technical analysis, generating signals, risk management, etc. Learn to work with MySQL Database to save and retrieve data.ICICI Direct is a leading broker in India. Using this course you will be able to integrate with the Breeze API within a few days.This course explains the Breeze API architecture in detail. The API is Free of cost.This course covers complete API functionality, including: Manual, Semi Automatic & Full Automation Login using Selenium - The API login process has been explained in a highly simplified manner.Order Management - Placing orders, modifying, canceling, placing & trail stop loss orders. Historical OHLC data downloading for different candle sizes.Receiving real-time tick data for multiple instruments & saving it in the Database. Market /Trend Analysis with Technical Indicators using Excel/Google sheet and PythonCreating audio-visual alerts for monitoring multiple stock prices' upper & lower limits.Write code for paper trading with a strategy. Extra lecture on developing SMA & morning market direction strategy examples.The course has all working code Jupyter notebooks available in the resources section. Whether you are a student looking for a career in Data Science or a Trader trying to automate a strategy, this course is for you.
