diff --git a/Chapters/10-Autoencoders/INDEX.md b/Chapters/10-Autoencoders/INDEX.md
index fb3bea1..2ed87d2 100644
--- a/Chapters/10-Autoencoders/INDEX.md
+++ b/Chapters/10-Autoencoders/INDEX.md
@@ -93,7 +93,7 @@ that have the desired classification maps.
     came from. Basically we concatenate a previous convolutional block with the
     convoluted one and we make a convolution of these layers.
 
-### Pseudo Algorithm:
+### Pseudo Algorithm
 
 ```python