diff --git a/README.md b/README.md
index 0636dc22..ff67f11d 100644
--- a/README.md
+++ b/README.md
@@ -43,7 +43,7 @@ Travel with us around the world as we apply these classic techniques to data fro
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 > Future space for Promo Video
-[![Promo video](screenshot.png)](https://youtube.com/watch?v=R1wrdtmBSII "Promo video")
+[![Promo video](ml-for-beginners.png)](https://youtu.be/Tj1XWrDSYJU "Promo video")
 
 > 🎥 Click the image above for a video about the project and the folks who created it!