From 39951d053090d933a5f6520710993fa9361b9b73 Mon Sep 17 00:00:00 2001 From: Christian Kolset Date: Fri, 5 Dec 2025 17:19:09 -0700 Subject: Added module 5 lectures in markdown --- ...ervised_learning_clustering_and_dimensionality_reduction.md | 10 ++++++++++ 1 file changed, 10 insertions(+) create mode 100644 tutorials/module_5/unsupervised_learning_clustering_and_dimensionality_reduction.md (limited to 'tutorials/module_5/unsupervised_learning_clustering_and_dimensionality_reduction.md') 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 + -- cgit v1.2.3