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Citation and attribution

Original instructional content and repository implementation: Isaac K. Nti.

The institutional course and University-issued materials are distinguished from repository authorship in AUTHORS.md. University and third-party materials are excluded from repository licensing unless expressly stated otherwise. Cite and retain their applicable notices separately.

Please cite this repository when using its labs, code, instructional design or capstone framework in teaching, publications, research or curriculum development. GitHub's Cite this repository control reads CITATION.cff.

Suggested citation

Nti, I. K. (2026). IT4065C-Labs: Data Technologies Administration [Course repository and software]. https://github.com/ntious/IT4065C-Labs

Include the release tag or commit used and your access date when reproducibility matters. No DOI or release version is claimed until one has actually been issued.

@misc{nti2026it4065c,
  author = {Nti, Isaac K.},
  title = {{IT4065C-Labs: Data Technologies Administration}},
  year = {2026},
  howpublished = {Course repository and software},
  url = {https://github.com/ntious/IT4065C-Labs}
}

Reusing teaching materials

Original curriculum text covered by the repository content license is licensed under CC BY 4.0. Reusers must give appropriate credit to Isaac K. Nti, link to the license and identify modifications, as the license requires. Suggested attribution:

Adapted from IT4065C-Labs: Data Technologies Administration by Isaac K. Nti, https://github.com/ntious/IT4065C-Labs, licensed under CC BY 4.0 (https://creativecommons.org/licenses/by/4.0/). Changes: describe your modifications.

Original code covered by the repository code license is under MIT: retain its copyright and permission notice when redistributing covered copies. The scholarly citation above is requested; this page does not add a new mandatory citation condition to the MIT license.

Attribution must not imply the author endorses an adaptation. Preserve appropriate credit and license notices for external standards, dependencies and any third-party material. Referencing NIST or using PostgreSQL/dbt does not transfer their authorship to the course author.

References: CC BY 4.0 attribution terms, GitHub citation support.