All labs in this subject now open on individual routes.
Finance subjects
Quantum Finance & Optimization
Connect quantum-inspired optimization and Monte Carlo ideas to concrete finance-style decisions around allocation, pricing, and risk.
Foundational visual-first labs for rapid entry.
Hands-on control surfaces for protocol and systems reasoning.
Higher-complexity labs that reveal structure and tradeoffs directly.
QFO-01AdvancedQuantum Finance & Optimization
QAOA Portfolio Optimization
Optimize toy portfolios with a QAOA-inspired risk/return model.
Quantum Finance & Optimization
QAOA Portfolio Optimization
Vary portfolio style, risk aversion, optimizer, and mixing parameters to compare expected return, volatility, and objective score.
QFO-02IntermediateQuantum Finance & Optimization
Quantum Monte Carlo
Price simple options with Monte Carlo and amplitude-estimation intuition.
Quantum Finance & Optimization
Quantum Monte Carlo
Tune the option contract and market parameters, then compare a classical Monte Carlo estimate against a quantum-accelerated sample-complexity story.