Talks
I sometimes speak at tech conferences.
Talks for data science practitioners Link to heading
Grokking Anchors: Uncovering What a Machine-Learning Model Relies On PyData Berlin 2023, Berlin, April 19th, 2023 (GitHub)
Do You Follow What I’m Explaining? A Practitioner’s Guide to Opening the AI Black Box for Humans PyData Global 2022, virtual, December 1st, 2022 (GitHub)
Grokking LIME: How can we explain why an image classifier “knows” what’s in a photo without looking inside the model? PyData Berlin 2022, Berlin, April 12th, 2022 (GitHub, YouTube)
Talks and workshops for a general IT audience Link to heading
Schritt für Schritt zur Erklärbaren KI via Minds Mastering Machines MLOps 2023, November 13th, 2023
User-Experience-Design mit Explainable AI OOP 2023, virtual, February 7th, 2023
with Isabel Bär: Machine Learning: Compliance und Risikomanagement bei KI-Anwendungen IT-Tage Remote 2022, virtual, December 15th, 2022
with Johannes Allgaier: Vertrauen? Warum die Erklärbarkeit von KI Systemen unverzichtbar ist IT-Kongress Neu-Ulm/Ulm 2022, virtual, November 10th, 2022
with Isabel Bär: Model Governance and Explainable AI as tools for legal compliance and risk management We Are Developers World Congress 2022, Berlin, June 15th, 2022 (YouTube)
with Isabel Bär: MLOps, Model Governance und Explainable AI (full-day workshop) OOP 2022, virtual, January 31st, 2022