Vortrag: Semantic Containers for Data Mobility
Using Jupyter Notebooks and demonstrate Traceability of Data
Data becomes more useful when it is shared. In our talk we present our findings and future goals about transferring data in a privacy respecting and traceable way. We will lay out the technical foundation and demonstrate use-cases in a live-coding session by accessing Semantic Containers with Jupyter notebooks.
Semantic Containers is a concept of bundling data, semantic description, and processing capabilities in a Docker container. This provides capabilities of validating access to data, automatically building provenance records, as well as ensuring data quality itself. Currently, this project is funded by FFG and we will present some of the already available use cases. This includes visualization of earthquake data provided by ZAMG (Zentralanstalt für
Meteorologie und Geodynamik) and creating time-lapse videos of Sentinel 2 satellite data provided by the Copernicus programme of the EU.
In this talk you will learn about the technical foundation of Semantic Containers and how to successfully integrate the concept in your daily routine as a Data Scientist with a focus on Python.