Episode 03: Feature Engineering

Feature Engineering Under Timing Constraints

In this episode, you'll learn:

- Building momentum features (returns, volatility, moving averages)

- Strict timing constraints to prevent look-ahead bias

- Feature scaling and normalization

- The feature matrix structure

Key Concept: Every feature must be computable with information available at decision time.