diff --git a/README.md b/README.md
index ee0ca44..67a5cdc 100644
--- a/README.md
+++ b/README.md
@@ -11,7 +11,7 @@ copied in as I follow along, I have tried to mark as clearly as possible where I
 extrapolations. All data related to the tutorial is also mirrored in a data directory for each entry.
 
 ## 1 - STUMPY Basics
-[Human readable walkthrough.](/md/Steamgen\ dataset.md)
+[Human readable walkthrough.][3]
 
 
 [1]: https://www.cs.ucr.edu/%7Eeamonn/MatrixProfile.html "Resources and papers on the Matrix Profile"