diff --git a/01_the_machine_learning_landscape.ipynb b/01_the_machine_learning_landscape.ipynb
index 2790f57..bb403f8 100644
--- a/01_the_machine_learning_landscape.ipynb
+++ b/01_the_machine_learning_landscape.ipynb
@@ -6,7 +6,9 @@
    "source": [
     "**Chapter 1 – The Machine Learning landscape**\n",
     "\n",
-    "_This contains the code example in this chapter 1, as well as all the code used to generate `lifesat.csv` and some of this chapter's figures._"
+    "_This contains the code example in this chapter 1, as well as all the code used to generate `lifesat.csv` and some of this chapter's figures._\n",
+    "\n",
+    "You're welcome to go through it if you want, but it's just a teaser: the real action starts in the next chapter."
    ]
   },
   {