How language models work, and translation for Nigerian languages: understand tokens, next-token prediction and why AI invents things, test machine translation honestly on Hausa, Igbo, Yoruba and Nigerian Pidgin, score translation quality, build a glossary from a small corpus, and set fair consent rules for language data, so that fluent human speakers stay in charge of every translated word.

A full certificate course for English & Literary Studies students and young professionals, part of the IntelliScan AI Campus Your Degree + AI programme. Six modules, a practical assignment in every module and a capstone project, all phone-friendly. No programming needed.