Lecture 6: Unsupervised learning: Clustering & Dimensionality Reduciton - Definition: - k-means and hierachical clsutering - PCA for dimensionality reduction - Applications: - Grouping failure modes - anomaly detection in vibration data - clustering material micro structure patterns