HammerHAI Training Catalog
Explore the HammerHAI training catalog and find modules that match your interests, goals, and level of experience. This catalog provides an overview of available and planned training modules developed within HammerHAI. The courses are organized into thematic tracks and offer different skill levels: Beginner, Intermediate, and Advanced. You can combine modules from different tracks and levels to create your own learning path, depending on your goals and institutional needs.
Explore our current and upcoming courses:
Beginner
Intermediate
Advanced
All courses
| AI Literacy, Ethics, and Administration › | |
| AI Competence Training | |
| Effectively Utilize AI Tools in Research | |
| KI Kompetenz Training | |
| KI in der Verwaltung: Eine Einführung in die Nutzung für alle Mitarbeiter*innen | |
| KI-Kompetenz für Unternehmen 1: Grundlagen und Begriffe der KI | |
| KI-Kompetenz für Unternehmen 2: KI-VO erklärt | |
| KI-Kompetenz für Unternehmen 3: Hands-on generative KI und ihre Risiken | |
| AI Ethics Lecture: Artificial Intelligence and Ethics | |
| AI Ethics Lecture: Privacy is not Power, but what is? | |
| AI Ethics Lecture: Technical Responsibility and Ethical Methods | |
| Agentic AI Web-Seminar (jointly with UKAIFA) | |
| Research Data Analysis and Scientific Workflows › | |
| Introduction to the AI Systems | |
| Basic Linux, Ethics & Security Training for HammerHAI Users | |
| Data Analysis with HPC | |
| Data Analytics for Engineering Data using Machine Learning (in collaboration with Fraunhofer) | |
| Data Management Concepts for Efficient and User-Friendly HPC | |
| Data Management Course | |
| Introduction to Container Technology & Application to AI Systems | |
| Time Series Forecasting | |
| Using Data Pools for Scientific Data Sharing | |
| Data management for HammerHAI using piveau | |
| Deployable Data Analysis & AI Pipelines with HPC | |
| Machine Learning Operations at the HammerHAI infrastructure | |
| Deep Learning and Scalable AI Development › | |
| Fundamentals of Deep Learning | |
| Deep Learning with GPU Cores | |
| MLOps Training tailored to HammerHAI | |
| Data Parallelism – How to Train Deep Learning Models on Multiple GPUs | |
| Deep Learning Bootcamp: Building and Deploying AI Models | |
| Model Parallelism – Building and Deploying Large Neural Networks | |
| Multi-GPU Deep Learning | |
| Performance Engineering in ML Workloads Using Score-P and Vampir | |
| Performance Engineering Tools for AI and HPC Workloads | |
| Profiling AI Software Bootcamp | |
| Scaling Deep Learning – From Single GPU to Clusters | |
| Specialised AI and Domain-Specific Applications › | |
| European AI Hackathon | |
| Introduction to AlphaFold | |
| Natural Language Processing | |
| PaperHAI Journal Club | |
| AI for Science Bootcamp | |
| European Agentic AI Bootcamp | |
| Introduction to Neuromorphic Computing and the SpiNNaker Hardware Platform | |
| SME and Innovation-Oriented Pathway › | |
| Effectively Utilize AI Tools in Research / Business | |
| European AI Hackathon | |
| Introduction to Container Technology & Application to AI Systems | |
| Selected modules in Natural Language Processing and data analytics | |
| hub:disrupt Hackathon: KI-Fabrik der Zukunft | |
| X-ATHON – Künstliche Intelligenz praktisch erlebbar machen | |
| European Agentic AI Bootcamp | |
About Our Training
Our training modules are delivered by expert instructors from the HammerHAI consortium and supported by AI experts, with a focus on practice-oriented formats. We also collaborate with external experts to develop and deliver selected courses, expanding the range of our training offering.
Our training catalogue is continuously updated with new modules and improved content, ensuring it reflects current needs, feedback, and developments in the field or artifical intelligence.
Courses are primarily offered in English, with selected modules also available in German, as indicated by the course titles. In some cases, courses may be delivered in either language.
On Demand Training
HammerHAI’s On-Demand Training delivers customized, practical AI training that gives companies and associations exactly the skills they need, delivered how, where, and when they need it.
Interested in learning more?
We look forward to hearing from you.
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