Exploratory Data Analysis (EDA) — Roadmap Step & Resources
Systematically understanding a new dataset before modeling it
- Level: intermediate
- Estimated time: 1 days
- Roadmap: Machine Learning
Interview questions
- What are the first three things you'd check when handed a completely new dataset?
Study resources
- Exploratory Data Analysis (Article) — Kaggle Learn's free, hands-on micro-course on exploring and cleaning real datasets.
- Exploratory Data Analysis in Python (Video) — A practical walkthrough of the EDA workflow on a real dataset with Pandas.
Part of
- Data Analysis & Preprocessing — section
- Machine Learning roadmap — the full learning path