Illustrative Project Briefs
Explore sample project ideas and proposed deliverables for our Professional Diploma and Career Track programmes. These are illustrative briefs, not records of named learners or clients.
SQL Analytics Mart for Retail Churn
Business Analytics & Generative AI
Proposed workflow
- Retail transactions
- SQL data mart
- Query & quality review
Problem Statement
Use sample retail transaction history to explore indicators of customer churn.
Intended deliverable
Build a query-ready data mart and document how its queries support churn analysis, including data-quality checks and query timings.
Suggested tools
Illustrative project brief; public code and demo are not available.
Predictive Forecasting Scorecard
Data Science & Generative AI
Proposed workflow
- Repayment history
- Risk scorecard
- Held-out evaluation
Problem Statement
Forecasting loan defaults based on historical repayment patterns and economic indicators.
Intended deliverable
Develop a default-risk scorecard and evaluate precision, recall and error patterns on held-out data, documenting its limitations.
Suggested tools
Illustrative project brief; public code and demo are not available.
RAG-Powered Evidence Assistant
GenAI & Agentic AI
Proposed workflow
- Source PDFs
- Retrieve & cite
- Check the evidence
Problem Statement
Searching across thousands of legal documents for specific case precedents with citations.
Intended deliverable
Build a RAG prototype that retrieves passages from provided PDFs, displays citations and flags insufficient evidence. Review citation accuracy using test questions.
Suggested tools
Illustrative project brief; public code and demo are not available.
Agentic Data Workflow Developer
Data Science & Generative AI
Proposed workflow
- Raw CSV
- Agent workflow
- Human review
Problem Statement
Automating the full data analysis lifecycle from raw CSV to executive summary.
Intended deliverable
Build a multi-agent workflow for data cleaning, analysis and reporting, with human review checkpoints and a trace of each stage.
Suggested tools
Illustrative project brief; public code and demo are not available.
BI Decision Dashboard: HR Analytics
Business Analytics & Generative AI
Proposed workflow
- Workforce data
- BI dashboard
- Review assumptions
Problem Statement
Identifying attrition drivers across different departments and seniority levels.
Intended deliverable
Design an interactive dashboard using sample workforce data to explore attrition trends and hiring scenarios, with documented assumptions.
Suggested tools
Illustrative project brief; public code and demo are not available.
About these briefs
These are illustrative project ideas and proposed deliverables for our programmes. They do not describe named learners, client engagements or measured results, and public code and demos are not available.