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diff --git a/tutorials/module_5/unsupervised_learning_clustering_and_dimensionality_reduction.md b/tutorials/module_5/unsupervised_learning_clustering_and_dimensionality_reduction.md new file mode 100644 index 0000000..3f704b5 --- /dev/null +++ b/tutorials/module_5/unsupervised_learning_clustering_and_dimensionality_reduction.md @@ -0,0 +1,10 @@ +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 + |