Explore Real Data — Data Science Academy
How this works
- Work through each week in order — every week teaches a concept through a real-world scenario, with a live editor to practise in.
- Pass the short quiz and complete the practice exercises to unlock the next week.
- Along the way you'll tackle puzzle-style mini projects that combine everything so far.
- Finish the final mini project to unlock your level certificate — and the next level.
🌱 Level 1 — Beginner: Meet Your Data
What you'll build
Across this level you'll analyse real school data with pandas — start with exam scores (counting, averaging, filtering), then build up to selecting/sorting/grouping, handling missing data, merging tables, and a final Sports Day results analysis capstone.
🌿 Level 2 — Intermediate: Grouping & Sorting
What you'll build
Analyse school data end-to-end with pandas: select and filter rows, combine conditions, sort into a leaderboard, group and aggregate by category, add computed columns, handle missing data, merge two related tables, and summarise a whole dataset — the same 9-week course as Beginner, reused here for now.
🌳 Level 3 — Advanced: Data Analysis Capstone
What you'll build
Analyse school data end-to-end with pandas: select and filter rows, combine conditions, sort into a leaderboard, group and aggregate by category, add computed columns, handle missing data, merge two related tables, and summarise a whole dataset — the same 9-week course as Beginner, reused here for now.