From dbeabc192ecbdd77bb4877887702d769f69e4ee8 Mon Sep 17 00:00:00 2001 From: Emir Karamehmetoglu Date: Sun, 24 Sep 2023 11:31:39 +0200 Subject: [PATCH] Add PCA notes. --- Course3/Notes/pca.md | 11 +++++++++++ 1 file changed, 11 insertions(+) create mode 100644 Course3/Notes/pca.md diff --git a/Course3/Notes/pca.md b/Course3/Notes/pca.md new file mode 100644 index 0000000..5465602 --- /dev/null +++ b/Course3/Notes/pca.md @@ -0,0 +1,11 @@ +# PCA + +Each pc is projection that "explains" maximum variance. +Used to be good for dimensionality reduction and compression +, especiall during training or feature selection, +but nowadays mainly used for visualization in AI/ML. + +Eigen vector and eigen value for deeper understanding. + +Just use sklearn. +I published a paper on this so need for more.