Capstone Projects

Major portfolio-ready projects completed throughout your learning journey.

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Complete capstone projects as you progress through the roadmap and they'll appear here.

Upcoming Projects

Phase 1Python & Exploratory Analysis Foundations

Neighbourhood Cooling-Centre Access Brief

Build for a city resilience coordinator. The result must support this decision: which neighbourhoods need extended cooling-centre hours during the next heat alert? Include reproducible inputs, validation evidence, one tested failure, a changed requirement, and an explicit non-goal.

Phase 2Python Problem Solving & Program Design

Community Pantry Stock Reconciliation

Build for a volunteer pantry operations lead. The result must support this decision: which staples require redistribution before the weekend? Include reproducible inputs, validation evidence, one tested failure, a changed requirement, and an explicit non-goal.

Phase 3Files, Errors, OOP & Reproducible Workflows

Archive Condition Survey Pipeline

Build for a regional archive conservator. The result must support this decision: which collections should receive the next preservation inspection slots? Include reproducible inputs, validation evidence, one tested failure, a changed requirement, and an explicit non-goal.

Phase 4NumPy & Pandas Foundations

Coastal Water-Sampling Review

Build for a watershed monitoring coordinator. The result must support this decision: which sites need a repeat visit before the monthly report? Include reproducible inputs, validation evidence, one tested failure, a changed requirement, and an explicit non-goal.

Phase 5Data Cleaning, EDA & Visualization

Public Library Programme Equity Study

Build for a library programming director. The result must support this decision: where should evening-programme funding be allocated next quarter? Include reproducible inputs, validation evidence, one tested failure, a changed requirement, and an explicit non-goal.

Phase 6Excel for Auditable Analysis

Festival Vendor Settlement Workbook

Build for a nonprofit festival finance manager. The result must support this decision: which vendor settlements can be approved and which require investigation? Include reproducible inputs, validation evidence, one tested failure, a changed requirement, and an explicit non-goal.

Phase 7SQL Query Foundations

Repair Café Parts & Visit Analysis

Build for a cooperative repair-café coordinator. The result must support this decision: which repair categories need more volunteer coverage and parts budget? Include reproducible inputs, validation evidence, one tested failure, a changed requirement, and an explicit non-goal.

Phase 8Advanced SQL & Analytical Data Modeling

Community Bicycle Share Reliability Mart

Build for a municipal mobility operations team. The result must support this decision: where and when should rebalancing crews be repositioned? Include reproducible inputs, validation evidence, one tested failure, a changed requirement, and an explicit non-goal.

Phase 9Descriptive Statistics, Probability & Sampling

Rural Broadband Experience Survey

Build for a regional digital-inclusion council. The result must support this decision: which communities need measurement follow-up and infrastructure advocacy? Include reproducible inputs, validation evidence, one tested failure, a changed requirement, and an explicit non-goal.

Phase 10Inference & Experiment Design

Museum Wayfinding Experiment

Build for a museum visitor-experience team. The result must support this decision: whether a new sign system should expand beyond pilot galleries? Include reproducible inputs, validation evidence, one tested failure, a changed requirement, and an explicit non-goal.

Phase 11Tableau, BI, Time Series & Metric Systems

Emergency Shelter Operations Command Centre

Build for a regional shelter network coordinator. The result must support this decision: how to adjust beds, supplies, and outreach over the next operating cycle? Include reproducible inputs, validation evidence, one tested failure, a changed requirement, and an explicit non-goal.

Phase 12Professional Analytics, Communication & Portfolio

Watershed Restoration Funding Portfolio

Build for a river-basin grant committee. The result must support this decision: which restoration proposals should be funded under a fixed budget and transparent criteria? Include reproducible inputs, validation evidence, one tested failure, a changed requirement, and an explicit non-goal.