Algorithmic trading
- Introducing the course and its objectives
Introduction to Algorithmic Trading
- Basic concepts of algorithmic trading
- An overview of technical analysis and indicators
- Components of an algorithmic trading system
- Basic trading strategies and signal generation
- Trading strategies based on algorithmic trading
- Financial data and their analysis
- Implementation of trading strategies
- Application of machine learning in trading strategies
- Market variables forecasting using regression-based models
- Market variables forecasting using classification models
- Risk management in algorithmic strategies
- Building a trading system
- Evaluation of trading strategies