diff --git a/module3/exo2/exercice.ipynb b/module3/exo2/exercice.ipynb
index 8bf77f660679351df50beb748b46595936d09d00..3666aef2f8b0e84be99bc2b4cb7efd76b59e1fb9 100644
--- a/module3/exo2/exercice.ipynb
+++ b/module3/exo2/exercice.ipynb
@@ -2236,7 +2236,7 @@
     {
      "data": {
       "text/plain": [
-       "<matplotlib.axes._subplots.AxesSubplot at 0x7f3c9fd0bc50>"
+       "<matplotlib.axes._subplots.AxesSubplot at 0x7eff8fedfe80>"
       ]
      },
      "execution_count": 8,
@@ -2275,7 +2275,7 @@
     {
      "data": {
       "text/plain": [
-       "<matplotlib.axes._subplots.AxesSubplot at 0x7f3c9d889358>"
+       "<matplotlib.axes._subplots.AxesSubplot at 0x7eff8dda2320>"
       ]
      },
      "execution_count": 9,
@@ -2378,7 +2378,7 @@
     {
      "data": {
       "text/plain": [
-       "<matplotlib.axes._subplots.AxesSubplot at 0x7f3c9d810908>"
+       "<matplotlib.axes._subplots.AxesSubplot at 0x7eff8dd48630>"
       ]
      },
      "execution_count": 12,
@@ -2476,7 +2476,7 @@
     {
      "data": {
       "text/plain": [
-       "<matplotlib.axes._subplots.AxesSubplot at 0x7f3c9d7699b0>"
+       "<matplotlib.axes._subplots.AxesSubplot at 0x7eff8dc94630>"
       ]
      },
      "execution_count": 14,