diff --git a/README.md b/README.md
index d9d3eb3..087db93 100644
--- a/README.md
+++ b/README.md
@@ -25,10 +25,9 @@ Use any of the following services (I recommended Colab or Kaggle, since they off
 
 ### Just want to quickly look at some notebooks, without executing any code?
 
-Browse this repository using [jupyter.org's notebook viewer](https://nbviewer.jupyter.org/github/ageron/handson-ml2/blob/master/index.ipynb):
-<a href="https://nbviewer.jupyter.org/github/ageron/handson-ml2/blob/master/index.ipynb"><img src="https://jupyter.org/assets/nav_logo.svg" width="150" /></a>
+* <a href="https://nbviewer.jupyter.org/github/ageron/handson-ml2/blob/master/index.ipynb"><img src="https://raw.githubusercontent.com/jupyter/design/master/logos/Badges/nbviewer_badge.svg" alt="Render nbviewer" /></a>
 
-_Note_: [github.com's notebook viewer](index.ipynb) also works but it is slower and the math equations are not always displayed correctly.
+* [github.com's notebook viewer](https://github.com/ageron/handson-ml2/blob/master/index.ipynb) also works but it's not ideal: it's slower, the math equations are not always displayed correctly, and large notebooks often fail to open.
 
 ### Want to run this project using a Docker image?
 Read the [Docker instructions](https://github.com/ageron/handson-ml2/tree/master/docker).