diff --git a/dataframes/03-from-pandas-to-dask.ipynb b/dataframes/03-from-pandas-to-dask.ipynb
index 9333436e..b37060c9 100644
--- a/dataframes/03-from-pandas-to-dask.ipynb
+++ b/dataframes/03-from-pandas-to-dask.ipynb
@@ -992,7 +992,7 @@
    "metadata": {},
    "source": [
     "We can do better...   \n",
-    "Using [dask custom aggregation](https://docs.dask.org/en/latest/generated/dask.dataframe.groupby.Aggregation.html) is consideribly better"
+    "Using [dask custom aggregation](https://docs.dask.org/en/stable/generated/dask.dataframe.Aggregation.html) is consideribly better"
    ]
   },
   {
@@ -1206,7 +1206,7 @@
    "name": "python",
    "nbconvert_exporter": "python",
    "pygments_lexer": "ipython3",
-   "version": "3.9.12"
+   "version": "3.12.3"
   },
   "mimetype": "text/x-python",
   "name": "python",
diff --git a/sql.ipynb b/sql.ipynb
index 281e38b8..13c19086 100644
--- a/sql.ipynb
+++ b/sql.ipynb
@@ -79,7 +79,7 @@
     "\n",
     "Input type can also be specified explicitly by providing a `format`.\n",
     "When being registered, tables can optionally be persisted into memory by passing `persist=True`, which can greatly speed up repeated queries on the same table at the cost of loading the entire table into memory.\n",
-    "For more information, see [Data Loading and Input](https://dask-sql.readthedocs.io/en/latest/pages/data_input.html)."
+    "For more information, see [Data Loading and Input](https://dask-sql.readthedocs.io/en/latest/data_input.html)."
    ]
   },
   {
@@ -473,7 +473,7 @@
    "name": "python",
    "nbconvert_exporter": "python",
    "pygments_lexer": "ipython3",
-   "version": "3.8.12"
+   "version": "3.12.3"
   }
  },
  "nbformat": 4,