Data Science: Developing Machine Learning Models for Real-World Use Cases
HessenMetall, September 2020
Two-part online seminar series for IT professionals, covering the basic theory and how to apply it to real-world use cases.
I’ve organized workshops for multiple clients and been interviewed for podcasts.
One of my favorite ways to share my knowledge is via workshops. I’ve organized in-person and virtual workshops in various formats for audiences like IT professionals or executives.
Workshops
Ethical AI - State-of-the-art in Technical Research & Practice
TDS Fujitsu, February 2020
One-hour talk covering the five most widely discussed dimensions of ethical AI: transparency, fairness, safety, privacy & accountability.
Workflow and Tools for Machine Learning Development
European Central Bank, November 2019
Full-day workshop covering theoretical basics and practical coding examples (Python) for all stages of the ML development workflow (i.e., explorative data analysis, feature engineering, model development & evaluation, deployment).
Podcasts
Current State of Explainable AI (German)
Der IT- und Rechtspodcast, July 2020
Podcast episode talking about the importance of explainable AI, and how it can be put into practice.