Industry 4.0 III: Advanced Computational Technologies

This course provides an introduction to machine learning and artificial intelligence (AI) concepts, specifically tailored for industrial applications. Students will gain foundational knowledge in supervised and unsupervised learning techniques, including linear regression, classification, decision trees, and clustering methods like k-means and DBSCAN. Through practical examples, students will learn how these techniques are applied for fault detection, predictive maintenance, and process optimiza