diff --git a/.gitignore b/.gitignore
new file mode 100644
index 0000000..87620ac
--- /dev/null
+++ b/.gitignore
@@ -0,0 +1 @@
+.ipynb_checkpoints/
diff --git a/MAIN_tutorial_machine_learning_with_nilearn.ipynb b/MAIN_tutorial_machine_learning_with_nilearn.ipynb
index 726e1e3..604f9e5 100644
--- a/MAIN_tutorial_machine_learning_with_nilearn.ipynb
+++ b/MAIN_tutorial_machine_learning_with_nilearn.ipynb
@@ -53,7 +53,7 @@
    "outputs": [],
    "source": [
     "# change this to the location where you downloaded the data\n",
-    "wdir = '/Users/jakevogel/Science/Nilearn_tutorial/reduced/'\n"
+    "wdir = '/home/jovyan/nilearn_data/main/main/'"
    ]
   },
   {
@@ -1010,7 +1010,7 @@
    "name": "python",
    "nbconvert_exporter": "python",
    "pygments_lexer": "ipython3",
-   "version": "3.6.2"
+   "version": "3.6.7"
   }
  },
  "nbformat": 4,