1. How long does it take to complete, and how flexible is the schedule?

Q: 1. How long does it take to complete, and how flexible is the schedule?

The specialization includes 3 courses and Coursera recommends 4 weeks per course at 10 hours/week , totaling around 12 weeks . Estimated effort is roughly 3–4 months , aligning with a 10-hour-per-week pace. Your actual time will depend on familiarity with the material—some learners complete modules faster if they already know Python or are strong in math. The format is self-paced , offering flexibility to progress on your own schedule.

The specialization includes 3 courses and Coursera recommends 4 weeks per course at 10 hours/week, totaling around 12 weeks.
Estimated effort is roughly 3–4 months, aligning with a 10-hour-per-week pace.
Your actual time will depend on familiarity with the material—some learners complete modules faster if they already know Python or are strong in math.
The format is self-paced, offering flexibility to progress on your own schedule.