diff --git a/nbs/docs/getting-started/5_faq.ipynb b/nbs/docs/getting-started/5_faq.ipynb
index 171df736..6dafa813 100644
--- a/nbs/docs/getting-started/5_faq.ipynb
+++ b/nbs/docs/getting-started/5_faq.ipynb
@@ -153,7 +153,7 @@
     "If your key is validating correctly, this will return\n",
     "\n",
     "```\n",
-    "INFO:nixtla.nixtla_client:Happy Forecasting! :), If you have questions or need support, please email ops@nixtla.io\n",
+    "INFO:nixtla.nixtla_client:Happy Forecasting! :), If you have questions or need support, please email support@nixtla.io\n",
     "\n",
     "True\n",
     "```\n",
@@ -539,7 +539,7 @@
     "\n",
     "- For `TimeGPT`, please refer to our [terms and conditions](https://docs.nixtla.io/docs/terms-and-conditions). \n",
     "\n",
-    "In addtion, we are currently developing a self-hosted version of `TimeGPT`, tailored for the unique security requirements of enterprise data. This version is currently in beta. If you are interested in exploring this option, please contact us at ops@nixtla.io.\n",
+    "In addtion, we are currently developing a self-hosted version of `TimeGPT`, tailored for the unique security requirements of enterprise data. This version is currently in beta. If you are interested in exploring this option, please contact us at [support@nixtla.io](mailto:support@nixtla.io).\n",
     "\n",
     "</details>"
    ]
@@ -566,7 +566,7 @@
     "    <summary><strong>Error message: Invalid API key</strong></summary>\n",
     "\n",
     "``` python\n",
-    "ApiError: status_code: 401, body: {'data': None, 'message': 'Invalid API key', 'details': 'Key not found', 'code': 'A12', 'requestID': 'E7F2BBTB2P', 'support': 'If you have questions or need support, please email ops@nixtla.io'}\n",
+    "ApiError: status_code: 401, body: {'data': None, 'message': 'Invalid API key', 'details': 'Key not found', 'code': 'A12', 'requestID': 'E7F2BBTB2P', 'support': 'If you have questions or need support, please email support@nixtla.io'}\n",
     "```\n",
     "\n",
     "**Solution:** This error occurs when your `TimeGPT` API key is either invalid or has not been set up correctly. Please use the `validate_api_key` method to verify it or make sure it was copied correctly from the `API Keys` section of your [dashboard](https://dashboard.nixtla.io/).\n",
@@ -582,7 +582,7 @@
     "<summary><strong>Error message: Too many requests</strong></summary>\n",
     "\n",
     "``` python\n",
-    "ApiError: status_code: 429, body: {'data': None, 'message': 'Too many requests', 'details': 'You need to add a payment method to continue using the API, do so from https://dashboard.nixtla.io', 'code': 'A21', 'requestID': 'NCJDK7KSJ6', 'support': 'If you have questions or need support, please email ops@nixtla.io'}\n",
+    "ApiError: status_code: 429, body: {'data': None, 'message': 'Too many requests', 'details': 'You need to add a payment method to continue using the API, do so from https://dashboard.nixtla.io', 'code': 'A21', 'requestID': 'NCJDK7KSJ6', 'support': 'If you have questions or need support, please email support@nixtla.io'}\n",
     "```\n",
     "\n",
     "**Solution:** This error occurs when you have exhausted your free credits and need to add a payment method to continue using `TimeGPT`. You can add a payment method in the `Billing` section of your [dashboard](https://dashboard.nixtla.io/).\n",
diff --git a/nbs/docs/reference/02_date_features.ipynb b/nbs/docs/reference/02_date_features.ipynb
index 35f718b9..d4fa32e1 100644
--- a/nbs/docs/reference/02_date_features.ipynb
+++ b/nbs/docs/reference/02_date_features.ipynb
@@ -311,8 +311,15 @@
     }
    ],
    "source": [
-    "import pandas as pd\n",
-    "\n",
+    "import pandas as pd"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "metadata": {},
+   "outputs": [],
+   "source": [
     "c_holidays = CountryHolidays(countries=['US', 'MX'])\n",
     "periods = 365 * 5\n",
     "dates = pd.date_range(end='2023-09-01', periods=periods)\n",
diff --git a/nbs/docs/tutorials/061_reusing_finetuned_models.ipynb b/nbs/docs/tutorials/061_reusing_finetuned_models.ipynb
index 1faf7ad0..76ac8da5 100644
--- a/nbs/docs/tutorials/061_reusing_finetuned_models.ipynb
+++ b/nbs/docs/tutorials/061_reusing_finetuned_models.ipynb
@@ -7,9 +7,8 @@
    "metadata": {},
    "outputs": [],
    "source": [
-    "#|hide\n",
-    "#| eval: false\n",
-    "! [ -e /content ] && pip install -Uqq nixtla"
+    "#| hide\n",
+    "!pip install -Uqq nixtla"
    ]
   },
   {
@@ -80,7 +79,7 @@
     "#| echo: false\n",
     "if not IN_COLAB:\n",
     "    load_dotenv()    \n",
-    "    colab_badge('docs/tutorials/061_reusing_finetuned_models.ipynb')"
+    "    colab_badge('docs/tutorials/061_reusing_finetuned_models')"
    ]
   },
   {