diff --git a/2-Regression/4-Logistic/README.md b/2-Regression/4-Logistic/README.md
index e7c1aa96a..72e76c5ec 100644
--- a/2-Regression/4-Logistic/README.md
+++ b/2-Regression/4-Logistic/README.md
@@ -25,7 +25,7 @@ Logistic Regression differs from Linear Regression, which you learned about prev
 
 Logistic Regression does not offer the same features as Linear Regression. The former offers a prediction about a binary category ("orange or not orange") whereas the latter is capable of predicting continual values, for example given the origin of a pumpkin and the time of harvest, how much its price will rise.
 
-![Pumpkin Classification Model](images/Pumpkin_Classifier.png)
+![Pumpkin Classification Model](./images/pumpkin-classifier.png)
 > Infographic by [Dasani Madipalli](https://twitter.com/dasani_decoded)
 ### Other Classifications
 
diff --git a/2-Regression/4-Logistic/images/Pumpkin_Classifier.png b/2-Regression/4-Logistic/images/pumpkin-classifier.png
similarity index 100%
rename from 2-Regression/4-Logistic/images/Pumpkin_Classifier.png
rename to 2-Regression/4-Logistic/images/pumpkin-classifier.png