diff --git a/Chapter10/Readme.md b/Chapter10/Readme.md
index 2eb246ca89c6594102fd8732df6ade78e440b031..fdf3be3737a9ba7a6cab3d3c70f258e899eba62b 100644
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@@ -1,9 +1,9 @@
 # Material for Chapter 10
 
-The notebook the exercise in Chapter 10 is available from here:
+The notebook for the exercise in Chapter 10 is available from here:
 [Notebook for mini U-net](https://github.com/vedranaa/teaching-notebooks/blob/main/02506_week10_MiniUnet.ipynb)
 
-You can aslo open it directly in Google Colab from here:
+You can also open it directly in Google Colab from here:
 [![Open in Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/vedranaa/teaching-notebooks/blob/main/02506_week10_MiniUnet.ipynb)