diff --git a/Part 1 - Introduction to Machine Learning with scikit-learn.md b/Part 1 - Introduction to Machine Learning with scikit-learn.md
index 3a77a7c..e005e93 100644
--- a/Part 1 - Introduction to Machine Learning with scikit-learn.md	
+++ b/Part 1 - Introduction to Machine Learning with scikit-learn.md	
@@ -37,8 +37,8 @@ plt.show()
  
 
 If all goes well, you will see the following image appear on your screen -
-
-## TODO: Add image
+![matplotlib result](images/part1_matplotlib_image.png)
+ 
 
 ### 📚Further Reading
 You can find other useful datasets in the [official scikit-learn documentation](https://scikit-learn.org/stable/datasets/index.html).