Authorship

Institutional context and instructional authorship

IT4065C: Data Technologies Administration is offered by the University of Cincinnati School of Information Technology. For the current official course description and course-level learning outcomes, see the University of Cincinnati School of Information Technology course descriptions and search for IT4065C — Data Technologies Administration.

This repository contains independently maintained instructional materials developed by Isaac K. Nti while teaching the course. It is not an official University syllabus or website, does not represent University policy, and does not imply University endorsement.

The module descriptions and module-level outcomes in this repository were developed by Isaac K. Nti and are not the University’s official course-level learning outcomes.

The repository license applies only to material for which Isaac K. Nti owns or is authorized to license the copyright. University of Cincinnati and third-party materials are excluded unless expressly stated otherwise.

AI course-level outcome

The AI ethics and governance course-level outcome, identified here as SLO 6, was added by the University of Cincinnati after the repository's initial development. Isaac K. Nti developed the repository activities addressing it, not the outcome. As checked on 2026-09-18, the public UC course-description page lists the earlier five outcomes and does not yet display this addition. Consult the current official course materials for the authoritative outcome wording and applicable offering.

Citation and material-specific notices

See citation and attribution, the code license, and the content license. Retain applicable author credits and material-specific notices when contributing or adapting the repository.