Explore our resources and curated data on the AI ecosystem

AI Skills Framework

The AI Skills Framework turns AI competence into clear, assessable skills. Built for professionals across all roles, it helps organisations identify needed capabilities, assess current skills, and build structured learning pathways for responsible AI adoption.

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AI Act impact survey

Together with a broad range of European contributors of this report appliedAI aims for global leadership in AI in each of our country’s AI strategies as well as in the European one. 

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AI Startup Landscape (Deutschland)

Um KI-Startups in Deutschland hervorzuheben, die Einführung von KI voranzutreiben und mehr Partnerschafts-Möglichkeiten zwischen Startups und Unternehmen zu schaffen, hat appliedAI die jährliche deutsche KI-Startup Übersicht ins Leben gerufen.

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Advances and fundamentals in ML

We are keeping an eye open for interesting developments in as many areas of machine learning as possible and hope to identify developments with great potential.

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Trustworthy and interpretable ML

Automating decisions based on data is a multi-faceted problem. We deal with everything from anomaly detection to model calibration.

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Security and reliability in ML systems

Production systems must include testing to ensure that operating and training conditions are consistent.

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Efficient machine learning

Modern AI suffers from ever-increasing costs of time, infrastructure, and energy. We are interested in efficient methods that require less data and computation.

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TransferLab Blog

We publish introductory articles for beginners and summaries for experienced professionals who are on a tight schedule.

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Software

We test and evaluate new methods and provide robust, well-documented and tested implementations that go beyond what is typically found in academic papers.

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Paper Pills

Paper Pills are aimed at practitioners or researchers who want to gain insight into the latest developments but are short on time. We publish monthly summaries and occasional highlights from important conferences.

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EU AI Act Compliance Journey

Navigate the EU AI Act with confidence — the Compliance Journey guides you step by step from risk classification to compliant roll-out of your AI systems.

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Risk Classification Database

Explore a comprehensive, openly available database of AI use cases — from low-risk tools to high-risk systems — classified under the EU AI Act, to support compliant deployment, regulatory alignment and research.

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lakeFS-spec Library

Erfahre mehr über unsere Open-Source-Library lakeFS-spec! Das Python-Package vereinfacht den Dateizugriff und die Versionierung in einem lakeFS Data-Lake und macht sie so leicht wie die Arbeit im lokalen Dateisystem.

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AI Use Case Platform

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