diff --git a/README.md b/README.md
index c2f6c7a..fd6f481 100644
--- a/README.md
+++ b/README.md
@@ -5,7 +5,7 @@
 </p>
 <p align = "center">
     <strong>
-        <a href="https://smartcorelib.org">User guide</a> | <a href="https://docs.rs/smartcore/">API</a> | <a href="https://github.com/smartcorelib/smartcore-examples">Examples</a>
+        <a href="https://smartcorelib.org">User guide</a> | <a href="https://docs.rs/smartcore/">API</a> | <a href="https://github.com/smartcorelib/smartcore-jupyter">Notebooks</a>
     </strong>
 </p>