Student project showcase¶
This page highlights student-created final projects from IT4065C: Data Technologies Administration, taught by Isaac K. Nti. Projects illustrate how students apply course concepts to their own designs, implementations and evidence.
The course framework is authored by Isaac K. Nti. Each linked student project is credited to its student authors and remains in their repository under its own terms. Please cite the students' project when reusing their work, and cite the course repository when reusing the course materials.
Featured projects¶
A showcase entry describes the available work; it does not certify production readiness, security, regulatory compliance or a particular course grade.
Group 5: Data Technology Administration final project¶
Project authors: Group 5 student team.
Course instructor: Isaac K. Nti.
Repository: Group5_DTA_Final-Project (private; restricted access)
Private repository: Only GitHub accounts granted access by the repository owners can view this project. Other visitors may see a 404 page. This listing does not grant access or make the project public. Access is not required to complete any course lab.
The project's README describes a final capstone repository containing files and database structure components for Data Technology Administration. An instructor-provided screenshot shows the following artifacts and offers a useful starting point for discussing how a student team organized a data platform:
| Artifacts visible in the screenshot | Related course concepts to explore |
|---|---|
dags/ and scripts/, with references to ETL and ingestion scripts |
Pipeline orchestration and data ingestion |
dbt/models/ and SQL Schemas |
Data transformation and database modeling |
iceberg-tables/ and minio-config/ |
Table storage and object storage configuration |
superset/ and notebooks/ |
Analytics and exploration |
data_governance.pdf and airflow_role_examples |
Governance documentation and access-role design |
.devcontainer/, docker-compose.yml, and dockerfile |
Environment configuration and reproducibility |
Evidence scope: This summary is based on the screenshot supplied by the instructor. The private source files and report have not been independently reviewed or executed for this showcase. File and directory names indicate topics to explore, not proof that a feature or control works. No student source code, report, or screenshot is reproduced here.
How to explore a project¶
For projects you are authorized to access, use the work as a case study rather than an answer key:
- Identify its problem, intended users and data sources.
- Trace one design decision to its implementation and supporting evidence.
- Examine its governance, lifecycle, modeling, access or monitoring choices.
- Identify a limitation and explain how you would test an improvement.
Suggest a project¶
Provide a repository or demo link, the student team's preferred credit, and a short explanation of the problem and relevant course concepts. Public links are preferred. Clearly label private links and provide a summary suitable for public sharing so readers can understand the example without requesting access. Entries must distinguish documented features from behavior independently tested by the course maintainer. See the showcase contribution guidance.
Course and showcase curator: Isaac K. Nti. Student-project authorship remains with the credited students. Course citation and reuse terms.