June 4, 2026 · 6 min
Course Selection: the specialisation that actually shifts your career
Data Analytics vs Data Science vs Business Analytics: three names, three career pipelines.
#counselling#specialisation
Program names are marketing. Curriculum, faculty, industry links and employment reports are the truth.
1) List target roles by name and city, 'data analyst in Toronto,' not 'analytics.'
2) Reverse-map the curriculum: what a hiring manager expects on your transcript.
3) Compare specialisations across shortlisted universities.
4) Rank by employment outcomes reported to accrediting bodies, not brochures.