Quantitative Development

QuantED Online Course

10 MODULES · SELF-PACED · FREE

How the QD Course Is Structured

Quantitative Development builds and runs the infrastructure the rest of a quant fund depends on. Before you write a line of production code, you learn what that infrastructure serves — so the course runs in two parts: four modules of shared research foundations, then six modules on systems — a module each on a data pipeline and a trade engine, then engineering practice and project time.

Modules 1–4

Research Immersion

The same research foundation sessions the QR track takes. Learn the research workflow you'll be building tools for.

Modules 5–6

Systems Modules

A worked example of a data pipeline (W5) and a trade engine (W6) — two systems every quant fund needs.

Modules 7–10

Engineering Practice

Design, scheduling, testing, and project time — going from understanding a system to being able to extend it.

Format

Self-Paced

Every module is a self-contained page. Work through them in order, or jump to the topic you need.

Four-Phase Curriculum

Ten modules, four phases — building from research context, through the two systems you'll study, to running them yourself.

Phase 1 · Modules 1–4

Quantitative Research Immersion

Shared with the QR track

For the first four modules you work through the same foundation sessions as a research analyst. You can't build good infrastructure for research you don't understand — this is where you learn it.

  • What defines a research edge
  • Derivatives & contract mechanics
  • FX & commodity markets
  • Fixed income & equity factors
Phase 2 · Module 5

Data Systems Pipeline

A module dedicated to data

A full module on the pipeline that feeds every strategy — how raw market and reference data become clean, query-ready inputs for research and execution.

  • Data sourcing & ingestion
  • Cleaning, validation & storage
  • Pipeline → research → backtest data flow
  • Monitoring & data-quality gates
Phase 3 · Module 6

The Trade Engine

A module dedicated to execution

A full module on the engine that turns signals into live orders. Follow a signal end to end — from the pipeline's output all the way to a placed order.

  • Trade engine architecture & components
  • Signal-to-order execution path
  • Order routing, fills & market impact
  • Risk checks & live-system safeguards
Phase 4 · Modules 7–10

Engineering Practice

Working inside the systems

Knowing the two systems is not the same as being able to add to them. These modules cover how a new component plugs in, how it runs unattended, and how you prove it's correct — then leave you time to build something yourself.

  • Component design, interfaces & live-system tradeoffs
  • Scheduling, deployment & handling secrets
  • Testing pipelines and backtests you can trust
  • Project time

10-Module Course Grid

Modules 1–4 are the shared research foundation. Modules 5 and 6 are the QD systems modules — one dedicated to the data pipeline, one to the trade engine. Modules 7–10 are engineering practice and project time.