pandas and numpy — the analyst's Python toolkit.
Complete all lessons to receive a personalised certificate of completion. Download the PDF or share your verification link to show proof of learning.
An introduction to pandas and numpy: reading data in, and the basic operations of exploring a dataset.
2 modules · 2 lessonsLocked
Buy the course to unlock every lesson.
Create a free account to enrol and track your progress.
Not quite right? Browse all Python courses or tell us what you need →
OpenSigma
This is to certify that
Your Name
has successfully completed
Python for Data Analysis
Director of Training
Date issued
04 Aug 2026
Certificate ID
XXXX-XXXX-XXXX
Scan to verify
