This repo is my personal data playground for mastering Pandas and NumPy.
It includes notes, practice code, and mini experiments built around real data tasks like filtering, cleaning, reshaping, and quick visual checks.
In short:
Just me learning data by messing with data.
- Filtering, slicing, querying data
- Cleaning and fixing messy datasets
- Working with missing values
- Grouping, merging, reshaping
- Array operations, stats, math
- Broadcasting & indexing
- Tiny data experiments for fun
To build a clean and repeatable Python data workflow while actually doing stuff —
not just reading theory.
This repo helps me:
- Train my intuition for data
- Build muscle memory with Pandas + NumPy
- Try ideas quickly
- Track my progress in one place
If this repo matches your vibe, drop a ⭐ star —
it genuinely keeps me motivated ✨