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

Activities

This hands on can be adjusted for the 2026 edition.

1. Getting started with the data science ecosystem [HO-1] – tabular data
2. Creating a metadata repository on Apache ATLAS [HO-2a] [HO-2b]
3. Identifying outliers with classification techniques [HO-3]