diff --git a/maths-prog/MachineLearningDemystified/readme.md b/maths-prog/MachineLearningDemystified/readme.md
index fc4c3f2..5f26d0e 100644
--- a/maths-prog/MachineLearningDemystified/readme.md
+++ b/maths-prog/MachineLearningDemystified/readme.md
@@ -12,8 +12,7 @@ Otherwise, the current files in this directory are:
 
 ## Thoughts on sklearn
 
-The exercise proved highly, highly instructive, because sklearn is really easy to use.
+The exercise proved highly, highly instructive, because sklearn is really easy to use, and the [documentation](https://scikit-learn.org/stable/) is also extremely nice. The following captures my current insight:
 
 ![](https://data36.com/wp-content/uploads/2018/06/machineLearning.png)
 
-The [documentation](https://scikit-learn.org/stable/) is also extremely nice.