Program Quality Matters More Than AI Credentials

Evaluate training by audience, cost, entry requirements, curriculum, assessment, employer recognition, and independently supported outcomes—not credential or placement claims alone. The free, 12-week Hood College/workforce-group program has a small, degree-restricted Maryland cohort and no reported placement results; reviewed course directories, general AI classes, and credential promotions provide limited evidence of career outcomes.