Understanding Messy Enterprise Data — Roadmap Step & Resources
Why real client data is inconsistent, undocumented and full of edge cases no schema anticipated
- Level: intermediate
- Estimated time: 1 days
- Roadmap: Forward Deployed Engineer (FDE)
Before this step
Study resources
- Data Cleaning (Article) — Kaggle Learn's free, hands-on micro-course on cleaning messy real-world data.
- Exploratory Data Analysis in Python (Video) — A practical walkthrough of the EDA workflow, directly applicable to unfamiliar client datasets.
Part of
- Data Engineering for FDEs — section
- Forward Deployed Engineer (FDE) roadmap — the full learning path