Artificial intelligence (AI) must be human-centered and trustworthy. This concept is based on three specific requirements: AI must be lawful, ethical, and robust. This webinar builds on the previous event Fundamentals of Trustworthy AI and provides deeper insights into the ethical aspects of artificial intelligence. In this one-hour webinar, case…

Get to know Large Language Models (LLMs), what they are and how they work. On a Wednesday evening in 2022, the launch of ChatGPT triggered a historical hype surrounding Artificial Intelligence (AI) in general, and Generative AI chatbots in particular. However, most people are mere users of these tools, without a proper understanding of how…

From predictive maintenance to self-adapting systems, Artificial Intelligence (AI) offers us enormous potential to operate manufacturing systems more efficiently and develop them more sustainably. However, the actual potential here goes far beyond the use of generative AI tools (such as ChatGPT, Le Chat from Mistral, or Canva AI). While generative…

Privacy and data protection are key elements of Trustworthy AI. They raise practical questions that are highly relevant for actors developing, deploying or using AI systems: How can personal data be processed lawfully throughout the AI lifecycle? When do GDPR principles such as purpose limitation, data minimisation and transparency become…

CUDA is the standard API for code development targeting NVIDIA GPUs and a number of impressive examples have already been given in diverse areas from particle physics to computational biology. CUDA allows simple extensions of standard C/C++/Fortran code with GPU-specific functions. In this way thousands of cores available on the GPU can be…

A practical introduction to workflow automation with n8n. Build a complete workflow and learn the foundations needed to design reliable automated processes. This introductory workshop provides a practical entry point into workflow automation with n8n. Participants build a complete workflow during the session. No programming knowledge and no local…

Wir bringen Stadtverwaltung und KI zusammen. Holen Sie sich neue Impulse und lernen Sie von Erfahrungen anderer Stadtverwaltungen! Künstliche Intelligenz (KI) ist längst mehr als nur ein technologisches Schlagwort – sie bietet enorme Potenziale, um Verwaltungen effizienter zu machen, Mitarbeiter:innen von Routinetätigkeiten zu entlasten und das…

​A practical introduction to workflow automation with n8n. Build a complete workflow and learn the foundations needed to design reliable automated processes. This introductory workshop provides a practical entry point into workflow automation with n8n. Participants build a complete workflow during the session. No programming knowledge and no local…

Discover how Artificial Intelligence (AI) evolved since 1943, understand concepts and limitations of most important AI techniques, and explore what this means for AI use cases today. AI has inevitably entered the general discussion throughout most fields of our daily lives. However, most people still believe that AI is this new technology that has…

Dieser Vortrag verbindet philosophische Impulse mit praxisnahen Leitfragen, um digitale Technologien im Kontext der Digitalverantwortung einordnen zu können. Sie erhalten einen strukturierten Überblick über zentrale Felder der Digital Ethics (von KI über IoT bis Platform Society) und übersetzen diese in Governance- und Auditperspektiven. In…

Get to know different machine learning techniques like supervised, unsupervised, and reinforcement learning and discover how they are applied in different industry sectors. When people talk about Artificial Intelligence (AI) today, Large Language Models (LLMs) such as ChatGPT and Claude are often the first that come to mind. But AI goes far beyond…

Most AI ventures don’t fail on technology. They fail because the advantage they were built on disappeared with the next model release. Some parts of an AI business model work differently, the rest follow familiar startup logic. Confusing the two is the expensive mistake. Using the Lean Canvas, we look at the four blocks that…

How does AI perceive our 3D world from a few photos? How can it represent it and reason about it? Join us in this deep dive webinar to learn how AI can visually understand. How does AI reconstruct a 3D scene from a handful of photos? This session lifts the hood on learnable 3D scene…

As Artificial Intelligence (AI) becomes increasingly woven into our daily lives, the need to understand how and why these systems make decisions has never been more important. This intensive half-day course provides a practical, hands-on introduction to Predictive Maintenance using multivariate time-series data. Utilizing the industry-standard…

Artificial intelligence (AI) must be human-centered and trustworthy. This concept is based on three specific requirements: AI must be lawful, ethical, and robust. This webinar builds on the previous event Fundamentals of Trustworthy AI and provides in-depth insights into the legal requirements that must be met when developing and using AI. In a…

KI-Use-Cases aus der Wissenschaft im Fokus: Wo unterstützen generative KI-Tools den Forschungsalltag wirklich – und wo bleiben sie hinter den Erwartungen zurück? Von smarten Arbeitserleichterungen über bewährte Prototypen bis zu Vorbildern aus der Praxis anderer Wissenschaftler:innen. Vier Vortragende zeigen anhand laufender…

As Artificial Intelligence (AI) becomes increasingly woven into our daily lives, the need to understand how and why these systems make decisions has never been more important. This webinar offers an accessible introduction to the field of XAI: what it is, why it matters, and where its biggest challenges lie. We will begin with the…

AI is everywhere at the moment and the pressure to keep up is real. Explore strategies and methods you can use to make your AI project a success, and apply them to your own business context. Many AI initiatives still fail to deliver an appropriate Return on Investment (ROI). Often, this is due to missing…

Many companies that try to keep up with AI end up losing a lot of money along the way.  In this workshop, you discover how to perform a Return-on-Investment (ROI) analysis specifically for AI projects, in order to invest into the right projects. Based on specifici examples, you unveil relevant cost factors when investing into…

Product development runs on technical documents. This hands-on course shows how AI can read and interpret them, from established techniques to today’s multimodal models that handle the visual and textual content these documents combine. After this course, you are able to Everyone is welcome who wants to gain a deeper understanding of how AI can…

This course covers the essentials of neural networks, from ANNs to CNNs for computer vision, RNNs for sequence processing and transfer learning. Participants will gain hands-on experience using PyTorch to build and train models on high-end GPUs on an HPC cluster. Deep Learning (DL) has enjoyed a surge in popularity during the last decade. This…

See how current local, open-weight, and commercial AI coding tools compare on the same live coding tasks. Examine what they can do, how much control and privacy they offer, what infrastructure they require, and how much supervision they need.   Choosing among current AI coding tools often means weighing the capabilities of commercial systems…

Learn how to automate recurring reporting processes with n8n — from collecting and structuring data to preparing consistent, reusable reports. This workshop focuses on the automation of recurring financial reporting processes using n8n. Participants work through a practical reporting workflow and learn how information from different sources can be…

Erarbeiten Sie in diesem Hands-On Workshop konkreten Anwendungen von KI, die Ihnen in Ihrer täglichen Arbeit in der Verwaltung von Forschungseinrichtungen Zeit und Nerven sparen. AcademicAI ermöglicht die sichere Verarbeitung vertraulicher Dokumente durch KI für Forschungseinrichtung. Doch selbst wenn diese Basis geschaffen ist, stellt sich gerade…

AI chatbots like ChatGPT are easily accessible and versatile today. However, to realistically assess their potential, a basic understanding of how they work is required. This webinar offers an accessible yet well-founded introduction to large language models (LLMs), their strengths, and their fundamental limitations. In addition, you will receive…

The quality of AI chatbot responses depends significantly on how the question is framed. While chatbots are technically powerful, their results often remain imprecise or unhelpful without targeted input. This webinar is all about steering AI chatbots with clear, well-structured instructions — in short, the art of prompting. We’ll show you step by…

Uncover the mechanisms and consequences of bias in Artificial Intelligence (AI). This webinar offers a practical introduction to AI bias: what it is, why it matters, and how to prevent it. We will examine real-world cases where AI systems went wrong, from recruiting tools that discriminated against women to healthcare algorithms that underfunded…

While bias detection and mitigation is often seen as a technical problem, it is fundamentally a team effort, and managers play a critical role at every stage of an Artificial Intelligence (AI) project.  Building on our previous webinar Machine Learning and Human Prejudice: Understanding Bias in AI, this workshop takes the conversation further and…

Are you struggling with scattered data silos in your industrial AI applications? Discover in this compact webinar how to efficiently integrate data using technologies such as the Asset Administration Shell (AAS) and OPC UA, and build scalable AI solutions – like predictive maintenance or machine chatbots. The basis for most modern AI applications…

Detection and mitigation of bias in Artificial Intelligence (AI) projects isn’t just a technical nuisance. It’s a systemic design challenge, and fixing it requires collaboration between engineers, product owners, and leadership. Building on our previous webinar Machine Learning and Human Prejudice: Understanding Bias in AI, this hands-on workshop…

Struggle with data for your industrial AI applications scattered throughout different data silos? Learn how to efficiently integrate data with technologies such as Asset Administration Shell (AAS) and OPC UA and build scalable AI solutions, such as predictive maintenance or machine chatbots. The basis for most modern AI applications is a proper…