There is no universal answer here. UMGC makes sense if you are a working adult or service member who needs an accredited public degree with transfer credit, and it is a legitimate path with real advantages. Coderhouse makes sense if you want live classes, a curriculum reviewed by Google, Microsoft and MongoDB and a defined 8-week end date at a $595 launch price. Weigh it as a question of scale: typically 4 years and around $324 per credit in-state, $499 out-of-state versus four hours a week and $595. Starting small is not a compromise, it is usually the rational first move when you are still deciding whether Data Analytics is your direction.