There is no universal answer here. Simplilearn makes sense if you want a university co-branded certificate over a longer program and the price sits in your range, 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: 4 to 11 months and roughly $1,500 to $4,500 per program 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 and AI Engineering is your direction.