diff --git a/Regression/2-Data/images/data-visualization.png b/Regression/2-Data/images/data-visualization.png
index 3b55edac4..6fa2b90f7 100644
Binary files a/Regression/2-Data/images/data-visualization.png and b/Regression/2-Data/images/data-visualization.png differ