diff --git a/index.html b/index.html
index 531f620..20d6655 100644
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+++ b/index.html
@@ -24,7 +24,7 @@ To be published by MIT Press.
 	<li>  Chapter 7 - Gradients and initialization 
 	<li>  Chapter 8 - Measuring performance 
 	<li>  Chapter 9 - Regularization 
-	<li>  Chapter 10 - Convolutional netowrks
+	<li>  Chapter 10 - Convolutional networks
 	<li>  Chapter 11 - Residual networks
 	<li>  Chapter 12 - Transformers  
 	<li>  Chapter 13 - Graph neural networks