Pandas for Data Manipulation — Roadmap Step & Resources
DataFrames, Series, filtering, grouping and merging tabular data
- Level: beginner
- Estimated time: 2 days
- Roadmap: Machine Learning
Before this step
Mini projects
- Load a raw CSV dataset and produce cleaned, grouped summary statistics with pandas
Interview questions
- groupby + agg — how would you compute the average value per category in a DataFrame?
Study resources
- 10 minutes to pandas (Article) — The official Pandas documentation's own quickstart guide.
- Pandas Tutorial for Beginners (Video) — Keith Galli's widely-watched, practical introduction to Pandas.
Part of
- Python for Data Science — section
- Machine Learning roadmap — the full learning path