diff --git a/README.md b/README.md
index 182dc1cf1..1e8819d9c 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 my O'Reilly book [Hands-on Machine Learning with Scikit-Learn and TensorFlow](http://shop.oreilly.com/product/0636920052289.do):
 
-[![book](http://akamaicovers.oreilly.com/images/0636920052289/rc_cat.gif)](http://shop.oreilly.com/product/0636920052289.do)
+[![book](http://akamaicovers.oreilly.com/images/0636920052289/cat.gif)](http://shop.oreilly.com/product/0636920052289.do)
 
 Simply open the [Jupyter](http://jupyter.org/) notebooks you are interested in: