- On average, 5–8 hours per week is sufficient for steady progress.
- Faster learners may complete modules earlier with focused effort.
- Working professionals can balance it part-time alongside jobs.
- More time may be needed during project and capstone phases.
- Consistency matters more than intensity—regular practice is key.