NumPy and Pandas Basics for Future Data Scientists

Completed by Ali Sabry Ibraheem

September 16, 2026

19 hours (approximately)

View certificate for Ali Sabry Ibraheem  , NumPy and Pandas Basics for Future Data Scientists, an online non-credit course authorized by University of Michigan and offered through Coursera