About this certification
The Certified Algorithmic Trading & ML Strategies with Python certification is designed for professionals seeking to master advanced trading techniques and machine learning applications using Python. Gain practical skills that deliver increased productivity, improved decision-making, and a future-proof career in quantitative finance. Enroll today to unlock your potential and achieve a competitive advantage in the evolving world of trading technology.
This certification covers the following topics:
- Algorithmic Trading Basics
- Machine Learning in Trading
- Project 1: Unsupervised Learning Trading Strategy (S&P 500)
- Project 2: Twitter Sentiment Investing Strategy (NASDAQ 100)
- Project 3: Intraday Strategy Using GARCH Model (Single Asset - Simulated Data)
- Survivorship Bias and Its Effect on Trading Strategy Backtesting
- Feature Engineering for Machine Learning Models in Trading
- Backtesting in Developing Trading Strategies
- Market Regime Detection and Its Impact on Trading Strategies
- Portfolio Optimization Using the Efficient Frontier
