Algorithmic Trading with Python in Stocks – Hands-On Guide

2 Months

Online

Course Overview

Algorithmic trading refers to the use of computer programs and algorithms to automate the process of trading financial instruments, such as stocks, with the goal of executing trades at optimal times and prices. Python, a versatile programming language, has gained significant popularity in the financial industry due to its ease of use, extensive libraries, and capabilities for data analysis and manipulation. This hands-on guide focuses on how to implement algorithmic trading strategies using Python in the context of stock markets.

Course content

  • Introduction to Algorithmic Trading and Python
  • Setting Up the Environment
  • Understanding Stock Data
  • Basic Trading Strategies
  • Advanced Trading Strategies
  • Risk Management and Portfolio Optimization
  • Backtesting and Performance Evaluation
  • Execution of Trades
  • Real-Time Trading and Automation
  • Regulations and Ethical Considerations
  • Case Studies and Practical Examples
  • Future Trends and Challenges

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