Synthetic Data & Simulation: Projects

Apply the Synthetic Data & Simulation curriculum to an auditable project.

Project brief

• Project: simulate a receipt pipeline and prove its limits

Required concepts

• Synthetic-data contracts: purpose, units and fidelity
• Synthetic relational data: keys, chronology and integrity
• Rare-case simulation: scenario coverage and domain gap
• Synthetic-data utility: downstream tests on an untouched holdout
• Synthetic-data privacy: copies, nearest neighbors and disclosure
• Synthetic-data releases: seeds, manifests and rejection gates

Completion standard

Submit runnable work, a manifest, measured results and documented failure cases.