diff --git a/notebook/JupyterNotebookGuide.ipynb b/notebook/JupyterNotebookGuide.ipynb
index 288fc5d6a0ade13994f8b99e2cd5b5cc4fe20ae0..b76a9b65564b5328d74fc230f7a2b280f8d383ec 100644
--- a/notebook/JupyterNotebookGuide.ipynb
+++ b/notebook/JupyterNotebookGuide.ipynb
@@ -315,10 +315,7 @@
     "## Installing Jupyter on your computer\n",
     "If you prefer to work in standalone mode, you may install Jupyter on your computer.\n",
     "\n",
-    "**[Miniconda](https://conda.io/miniconda.html)**, a lightweight edition of Anaconda, is a software distribution that includes **Python, R, Jupyter, and many popular libraries for scientific computing and data science**.\n",
-    "You can find all information about **scikit-learn installation on the [scikit-learn site](https://scikit-learn.org/stable/install.html#install-official-release)**.\n",
-    "\n",
-    "To proceed with the installation of all dependencies for the course (not only scikit-learn), you can consult the [local installation page](https://github.com/INRIA/scikit-learn-mooc/blob/master/local-install-instructions.md).\n",
+    "To proceed with the installation of all dependencies for the course (not only scikit-learn), you can have a look at the [local installation page](https://github.com/INRIA/scikit-learn-mooc/blob/master/local-install-instructions.md).\n",
     "\n",
     "At last, you will find all the **notebooks and datasets files in the Mooc file github repository**: [https://github.com/INRIA/scikit-learn-mooc].\n"
    ]