Dear all, We cordially invite you to the *NFDI4Earth Academy Coffee lecture - "Machine Learning Fundamentals with Application Examples"* (/Sonja Hänzelmann & Susana Simancas Giraldo, AWI/) *next Wednesday*. Content: Introduction to Machine Learning, Supervised vs. Unsupervised Learning – key concepts and use cases, Unsupervised Learning – Finding patterns in data (Clustering, Dimensionality Reduction) and Supervised Learning – Prediction models (Classification, Regression). Level: Beginner-friendly, perfect for anyone looking to better understand and apply ML methods. *Key Details*:     Date: October 15, 2025     Time: 09:00 AM - 12:00 PM     Venue: Online via Zoom The lecture is open to all. To join the lecture, *please register* here <https://gfz-de.zoom.us/meeting/register/Lu8vWZhtQA2MBPLS8Wxwtg#/registrat...;. Grab a coffee, tea, and join us virtually to expand your knowledge; also in our upcoming lectures <https://www.nfdi4earth.de/?view=article&id=366&catid=9>;. We are looking forward to your participation. Best regards, Jonas Kuppler Coordination NFDI4Earth Academy --