diff --git a/docs/README.md b/docs/README.md
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--- a/docs/README.md
+++ b/docs/README.md
@@ -10,5 +10,6 @@ Storrs, Connecticut 06269
 - [ECM Method @ Connecticut Number Theory Week, June, 2018](./ctnt2018.pdf) 
 - [Random Walk methods @ JAX working group on graph embedding, July 2018](./graphE.pdf)
 - [Lessons Learned and New Perspectives @ UW-Madison Math Colloquium, October, 2018](./wisconsin.pdf)
+- [Clustering @ UConn Math Club, November, 2018](./clustering.pdf)
 
 [Jump to GitHub repository](http://github.uconn.edu/jet08013/Talks.git)