diff --git a/projects.html b/projects.html
index 24c78ad..2ec0ef8 100644
--- a/projects.html
+++ b/projects.html
@@ -29,8 +29,8 @@ <h1><a href="index.html">Tasha Snow</a></h1>
 											<li><a href="index.html">Home</a></li>
 											<li><a href="projects.html">Research Projects</a></li>
 											<li><a href="openscience.html">Open Science</a></li>
-											<li><a href="elements.html">Thermal Research</a></li>
-											<li><a href="elements.html">Machine Learning</a></li>
+											<li><a href="projects.html">Thermal Research</a></li>
+											<li><a href="machinelearning.html">Machine Learning</a></li>
 											<li><a href="elements.html">Photos</a></li>
 											<li><a href="elements.html">News</a></li>
 										</ul>