Working with Different Data Sources (CSV/SQL/APIs) — Roadmap Step & R…
Pulling data from files, databases and web APIs into a usable format
- Level: intermediate
- Estimated time: 2 days
- Roadmap: Machine Learning
Before this step
Mini projects
- Pull data from a public API and a SQL database and merge them into a single clean dataset
Study resources
- Finding Public Datasets (Article) — Kaggle's own hub of public datasets used throughout the ML community.
- UCI Machine Learning Repository (Article) — The UCI Machine Learning Repository, a long-standing canonical source of ML datasets.
Part of
- Data Analysis & Preprocessing — section
- Machine Learning roadmap — the full learning path