diff --git a/Misc/Numpy.ipynb b/Misc/Numpy.ipynb
index ab9d5535234f26bd6ec8a8224ade76f8fa172c88..f8ada1702fedf4f6edc2fc7fea2c3dc8eb94ff43 100644
--- a/Misc/Numpy.ipynb
+++ b/Misc/Numpy.ipynb
@@ -835,7 +835,8 @@
     "\n",
     "[Pandas tutorial](https://pandas.pydata.org/pandas-docs/stable/10min.html)\n",
     "[Grenoble Python Working Session](https://github.com/iutzeler/Pres_Pandas/)\n",
-    "[Pandas for SQL Users](https://hackernoon.com/pandas-cheatsheet-for-sql-people-part-1-2976894acd0)"
+    "[Pandas for SQL Users](http://sergilehkyi.com/translating-sql-to-pandas/)\n",
+    "[Pandas Introduction Training HPC Python@UGA](https://gricad-gitlab.univ-grenoble-alpes.fr/python-uga/training-hpc/-/blob/master/ipynb/11_pandas.ipynb)"
    ]
   },
   {
@@ -864,7 +865,7 @@
    "name": "python",
    "nbconvert_exporter": "python",
    "pygments_lexer": "ipython3",
-   "version": "3.7.6"
+   "version": "3.6.8"
   }
  },
  "nbformat": 4,