diff --git a/docs/_source/guides/log_load_and_prepare_data.ipynb b/docs/_source/guides/log_load_and_prepare_data.ipynb
index d829934d0c..fe0861f2f9 100644
--- a/docs/_source/guides/log_load_and_prepare_data.ipynb
+++ b/docs/_source/guides/log_load_and_prepare_data.ipynb
@@ -1,7 +1,6 @@
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@@ -16,7 +15,6 @@
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+   "id": "0f3ccb75",
+   "metadata": {},
+   "source": [
+    "## Migrating dataset from \"emtpy\" workspaces\n",
+    "\n",
+    "For old argilla versions, datasets could be created with no workspace inf (`-` workspace in UI). New versions expect to work with datasets in a given workspace.\n",
+    "\n",
+    "If you have datasets within an empty workspaces, you should move them to a specific workspace to keep your workflow compatible with the latest versions\n",
+    "\n",
+    "<div class=\"alert alert-warning\">\n",
+    "\n",
+    "Warning\n",
+    "\n",
+    "From argilla version v1.4.0, datasets with empty workspace won't be supported anymore, and you should migrate them before upgrading argilla.\n",
+    "\n",
+    "</div>"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "id": "b758c202-4b4c-4275-8aa8-047539ea2df0",
+   "metadata": {},
+   "source": [
+    "Here is a code snippet showing how to do it"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "id": "360b0075",
+   "metadata": {
+    "collapsed": false,
+    "jupyter": {
+     "outputs_hidden": false
+    }
+   },
+   "outputs": [],
+   "source": [
+    "import argilla as rg\n",
+    "from argilla.client import api\n",
+    "\n",
+    "rg.init()\n",
+    "rg_client = api.active_client()\n",
+    "\n",
+    "new_workspace = \"<put-target-workspace-here>\"\n",
+    "\n",
+    "empty_workspace_datasets = [\n",
+    "    ds[\"name\"]\n",
+    "    for ds in rg_client.http_client.get(\"/api/datasets\")\n",
+    "    if not ds.get(\"owner\", None)  # filtering dataset with no workspace (owner field)\n",
+    "]\n",
+    "\n",
+    "rg.set_workspace(\"\")  # working from the \"empty\" workspace\n",
+    "\n",
+    "for dataset in empty_workspace_datasets:\n",
+    "    rg.copy(dataset, dataset, new_workspace)\n",
+    "\n",
+    "# Dataset are normally copied to the provided workspace\n",
+    "# You should delete datasets with no workspace\n",
+    "# In that case, uncomment following lines\n",
+    "# for dataset in empty_workspace_datasets:\n",
+    "#    rg.delete(dataset)"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "id": "6f945b5c",
    "metadata": {},
    "source": [
     "## Reindex a Dataset\n",
@@ -422,7 +478,6 @@
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@@ -646,7 +696,7 @@
  ],
  "metadata": {
   "kernelspec": {
-   "display_name": "argilla",
+   "display_name": "Python 3 (ipykernel)",
    "language": "python",
    "name": "python3"
   },
@@ -660,7 +710,7 @@
    "name": "python",
    "nbconvert_exporter": "python",
    "pygments_lexer": "ipython3",
-   "version": "3.9.15 | packaged by conda-forge | (main, Nov 22 2022, 08:50:29) \n[Clang 14.0.6 ]"
+   "version": "3.7.12"
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