Interactive courses covering the mathematics, machine learning, and engineering behind algorithmic trading and quantitative finance.
Train a Deep Q-Network to trade. From Markov decision processes and the Bellman equation through to a complete DQN agent that learns to buy, hold, and sell from raw price data.
DQN · PyTorch · Gymnasium · RLARIMA, GARCH, and transformer-based models for financial time series prediction and volatility estimation.
ARIMA · GARCH · Transformers · PythonSimulate and stress-test high-frequency swing channels. Position sizing risk calculators and dynamic 3-month backtesting scenarios with local configuration persistence.
Mean Reversion · Backtesting · Sizing · LocalStorageA swimlane node timeline mapping SpaceX capability buildout (pads, ships, launches, orbital mfg, Starlink v3, DTC) against modeled sector valuation, with hover-linked dependency edges.
React Flow · Recharts · Valuation Modeling