diff --git a/notebooks/niriss_ami_binary/1_niriss_ami_binary.ipynb b/notebooks/niriss_ami_binary/1_niriss_ami_binary.ipynb
index 0ceacfd9b..1e7b4f602 100644
--- a/notebooks/niriss_ami_binary/1_niriss_ami_binary.ipynb
+++ b/notebooks/niriss_ami_binary/1_niriss_ami_binary.ipynb
@@ -108,8 +108,8 @@
     "from mirage import imaging_simulator\n",
     "from mirage.yaml import yaml_generator\n",
     "\n",
-    "%matplotlib inline\n",
-    "import matplotlib.pyplot as plt"
+    "import matplotlib.pyplot as plt\n",
+    "%matplotlib inline"
    ]
   },
   {
@@ -683,9 +683,9 @@
    "name": "python",
    "nbconvert_exporter": "python",
    "pygments_lexer": "ipython3",
-   "version": "3.8.10"
+   "version": "3.11.6"
   }
  },
  "nbformat": 4,
- "nbformat_minor": 2
+ "nbformat_minor": 4
 }
diff --git a/notebooks/niriss_ami_binary/pre-install.sh b/notebooks/niriss_ami_binary/pre-requirements.sh
old mode 100644
new mode 100755
similarity index 100%
rename from notebooks/niriss_ami_binary/pre-install.sh
rename to notebooks/niriss_ami_binary/pre-requirements.sh