There is no universal answer here. Codecademy makes sense if you are starting from zero and want the gentlest possible introduction before committing to anything, 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: self-paced and around $17 to $40 per month 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.