diff --git a/README.md b/README.md
index 8d0d3221..30703396 100644
--- a/README.md
+++ b/README.md
@@ -106,7 +106,7 @@ To compile and use TFDV, you need to set up some prerequisites.
 #### Install NumPy
 
 If NumPy is not installed on your system, install it now by following [these
-directions](https://www.scipy.org/scipylib/download.html).
+directions](https://numpy.org/install/).
 
 #### Install Bazel