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Update README.md

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@@ -18,3 +18,6 @@ This repository contains my lecture notes from graduate school on following topi
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  - It's appreciated if you could improve the quality of PDF handwritten scans or convert them to JPEG, you can open a PR to this repository.
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  - It's appreciated if you could improve the quality of PDF handwritten scans or convert them to JPEG, you can open a PR to this repository.
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+ *Updates* 🎉
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+ - I uploaded hierarchical clustering and improved version of K-means.
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+ - I compiled every lecture in separate PDFs, and also compiled those into single PDF, found under `Compiled PDF`s.