diff --git a/README.md b/README.md
index 3b527aa..3f56fbc 100644
--- a/README.md
+++ b/README.md
@@ -4,7 +4,7 @@ Machine Learning Notebooks
 This project aims at teaching you the fundamentals of Machine Learning in
 python. It contains the example code and solutions to the exercises in the second edition of my O'Reilly book [Hands-on Machine Learning with Scikit-Learn, Keras and TensorFlow](https://www.oreilly.com/library/view/hands-on-machine-learning/9781492032632/):
 
-<img src="https://images-na.ssl-images-amazon.com/images/I/51tOhPQBmSL._SX379_BO1,204,203,200_.jpg" title="book" width="150" />
+<img src="https://images-na.ssl-images-amazon.com/images/I/51aqYc1QyrL._SX379_BO1,204,203,200_.jpg" title="book" width="150" />
 
 **Note**: If you are looking for the first edition notebooks, check out [ageron/handson-ml](https://github.com/ageron/handson-ml).