Find our training materials.
2025
| Type | Title | Year | URL / DOI |
|---|---|---|---|
| audio document | NFDI-Podcast (8): Kollaboration und Zukunft der NFDI | 2025 | https://youtu.be/8gMwt-BbHB0 |
| instructional work | An introduction to machine-actionable Software Management Plans - Practical steps towards FAIR4RS | 2025 | https://doi.org/10.5281/zenodo.14866849 |
| instructional work | An introduction to (webby) FAIR Digital Objects - A machine-actionable approach to FAIR | 2025 | https://doi.org/10.5281/zenodo.14882665 |
| instructional work | An introduction to Signposting - Easy navigation to FDO layers | 2025 | https://doi.org/10.5281/zenodo.14882785 |
| instructional work | Network Visualizations in R | 2025 | https://doi.org/10.71627/network-visualizations-in-r |
| instructional work | A practical guide to multilingual large language model (RoBERTa) classification | 2025 | https://doi.org/10.71627/Text-Classification-with-Pretrained-Language-Model |
| instructional work | Detecting Languages with Python: A Step-by-Step Guide | 2025 | https://doi.org/10.71627/Language_Detection_Tutorial |
| instructional work | NERD Entity Fishing - A Guide to Identifying Entities in Text | 2025 | https://doi.org/10.71627/NERD-Entity-Fishing |
| instructional work | Text Preprocessing Toolkit | 2025 | https://doi.org/10.71627/Text-Pre-Processing-tutorial |
| instructional work | Network Centrality in R | 2025 | https://doi.org/10.71627/centrality |
| Video | LLMs and neurosymbolic learning | 2025 | https://youtu.be/VO1vHIDsjCY |
2024
| Type | Title | Year | URL / DOI |
|---|---|---|---|
| repository | Adding Bioschemas Dataset and Computational Tool markup to GitHub pages | 2024 | https://doi.org/10.5281/zenodo.10629453 |
| repository | Building lightweight FAIR data packages with Bioschemas and RO-Crate | 2024 | https://doi.org/10.5281/zenodo.10568740 |
| web site | Material from KI Tutorial | 2024 | https://sites.google.com/view/rdm4ai-2024/ |
| web site | Material from Summer School Day | 2024 | https://sites.google.com/view/aikg-sd-summer-school-day-2024/startseite |
| movie | Video material from Summer School Day | 2024 | https://doi.org/10.5446/s_1858 |
| instructional work | Introduction and tutorial on Metadata and SMPs for FAIR research software | 2024 | https://doi.org/10.5281/zenodo.13799879 |
2023
| Type | Title | Year | URL / DOI |
|---|---|---|---|
| movie | (54 videos) Knowledge Graphs - Foundations and Applications | 2023 | https://open.hpi.de/courses/knowledgegraphs2023 |
| movie | Conversations on AI Ethics: Episode 01: What is trustworthy AI? | 2023 | https://doi.org/10.5446/66876 |
| movie | Conversations on AI Ethics: Episode 02: Are AI models value-neutral? | 2023 | https://doi.org/10.5446/66866 |
| movie | Conversations on AI Ethics: Episode 03: Generative AI, intellectual properties and the arts | 2023 | https://doi.org/10.5446/66867 |
| movie | Conversations on AI Ethics: Episode 04: What is explainable AI? | 2023 | https://doi.org/10.5446/66868 |
| movie | Conversations on AI Ethics: Episode 05: Can explainability improve trustworthiness in AI? | 2023 | https://doi.org/10.5446/66869 |
| movie | Conversations on AI Ethics: Episode 06: What is algorithmic bias? | 2023 | https://doi.org/10.5446/66870 |
| movie | Conversations on AI Ethics: Episode 07: What is the EU AI Act? | 2023 | https://doi.org/10.5446/66871 |
| movie | Conversations on AI Ethics: Episode 08: Discussing the EU AI Act | 2023 | https://doi.org/10.5446/66872 |
| movie | Conversations on AI Ethics: Episode 09: AI and Human Agency | 2023 | https://doi.org/10.5446/66873 |
| movie | Conversations on AI Ethics: Episode 10: Can we be optimistic about our future with AI? | 2023 | https://doi.org/10.5446/66874 |
| movie | Conversations on AI Ethics: Special Episode: Getting to know the experts | 2023 | https://doi.org/10.5446/66875 |
| repository | Data exchange with RO-Crates and Knowledge Graphs | 2023 | https://doi.org/10.5281/zenodo.10552449 |
| web site | dblp KG Tutorial: A guided tour of the dblp Knowledge Graph | 2023 | https://github.com/dblp/kg/wiki/dblp-KG-Tutorial |
| repository | From MyBinder to JupyterHub: Enhancing Reproducibility in Computational Social Science | 2023 | https://doi.org/10.5281/zenodo.11964783 |
| web site | Open Science Best Practices for DS and AI | 2023 | https://nfdi4ds.github.io/ds-best-practices/ |
| repository | Practical web-based FDOs with RO-Crate and FAIR Signposting | 2023 | https://doi.org/10.5281/zenodo.10892090 |