Why this certification
Turns Python knowledge into hireable data skills — NumPy, pandas, matplotlib and real datasets.
How to prepare
- Finish freeCodeCamp's Scientific Computing with Python first if you're new.
- Run every lab in the browser (Google Colab integration) — no setup needed.
- The 5 projects (mean-variance-std, demographic analyzer, sea level predictor, etc.) are portfolio-grade; polish them.
Format
Auto-tested projects, no exam.
Pakistani tips
- Pair with Kaggle's Pandas + Visualization micro-courses and one Power BI learning path (free on Microsoft Learn) for PK job ads.