Some of the following hands-on exercises are modified versions of the ones proposed in L. Igual and S. Seguí, Introduction to Data Science: A Python approach to concepts, techniques and applications, Undergraduate Topics in Computer Science Series, Springer, 2017
Material
- Have a Google account for using Colab https://colab.research.google.com
- Have a Github account for managing your artefacts and ensuring some type of reproducibility
Activities
This hands on can be adjusted for the 2026 edition.
- Creating a metadata repository on Apache ATLAS [HO-2a] [HO-2b]
- Disconnected exercise activity 1
- Preparing data for feeding ATLAS: a social sciences example: exercise [Data+Environment] [Gist] [PDF]
- Another way of managing metadata on the cloud
- Provenance exercise notebook bundle