diff --git a/README.md b/README.md
index 7ade5ca..1a6bdbe 100644
--- a/README.md
+++ b/README.md
@@ -24,4 +24,4 @@ sys.path.insert(0, os.path.expanduser("~/micrograd-pp/python"))
 
 ## Examples
 
-* [Train a simple feedforward neural network on MNIST to classify handwritten digits](https://github.com/parsiad/micrograd-pp/blob/main/examples/mnist.ipynb)
+* [Train a simple feedforward neural network on MNIST to classify handwritten digits](https://nbviewer.org/github/parsiad/micrograd-pp/blob/main/examples/mnist.ipynb)