Learning path

The 5 core skills to start in data

Before picking a specialty, the whole data world shares a foundation. These are the first five steps — all open source.

Programming with Python

The first language worth learning: readable, universal and the gateway to the whole ecosystem.

Asking questions of your data. The most transferable skill in the entire industry.

Load, explore and transform datasets with dataframes, the mental model of analysis.

In the kioskpandas Polars

Make your code run the same on your machine and in production. Containers and isolated environments.

In the kioskDocker

Look at the data before drawing conclusions: quick charts and dashboards to understand what's there.