Evaluating quantum advantage in execution optimisation, order routing, and latency-sensitive trading strategies.
Quantum optimisation for HFT execution strategies, QML for market pattern recognition, and an honest assessment of quantum as a batch-optimisation tool for trading firms. Covers QAOA for order routing, quantum kernel methods for regime detection, and hybrid classical-quantum deployment architecture.
Course content is structured into sessions below. Each session is configurable to your organisation's environment, threat model, and objectives.
| # | Session | Topics |
|---|---|---|
| 1 | Market Microstructure and Computational Bottlenecks in Modern HFT Order book dynamics, latency arbitrage, and where classical computing hits walls at scale | |
| 2 | Quantum Optimisation for Order Routing and Execution QAOA for optimal order execution and transaction cost analysis |
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| Break | ||
| 3 | QML for Pattern Recognition in Market Data Quantum kernel methods, variational classifiers, and feature maps for high-dimensional data |
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| 4 | Hands-On: Quantum Signal Processing Pipeline Full-day format only |
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| Break | ||
| 5 | Latency Realities and Deployment Architecture Honest comparison: quantum hardware latency versus FPGA, and where quantum fits |
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| 6 | Vendor Landscape and Pilot Design Published results and quantum-inspired classical alternatives |
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| 7 | Q&A and Pilot Planning | |
Training courses are designed and delivered by QSECDEF in collaboration with subject specialists. All instructors have direct experience in quantum technologies and security.
Course design and delivery
QSECDEF brings expertise in post-quantum cryptography, quantum computing strategy, and defence-grade security assessment. Our membership spans 900+ organisations and 1,500+ professionals working at the intersection of quantum technologies and critical infrastructure security.
Get in touch to discuss scheduling, group pricing, and how this course can be configured to your organisation's needs.
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