diff --git a/nbs/docs/capabilities/anomaly-detection/03_anomaly_detection_date_features.ipynb b/nbs/docs/capabilities/anomaly-detection/03_anomaly_detection_date_features.ipynb
index 114ea6ee..66a22c8b 100644
--- a/nbs/docs/capabilities/anomaly-detection/03_anomaly_detection_date_features.ipynb
+++ b/nbs/docs/capabilities/anomaly-detection/03_anomaly_detection_date_features.ipynb
@@ -4,7 +4,7 @@
    "cell_type": "markdown",
    "metadata": {},
    "source": [
-    "# Anomaly detection with date features"
+    "# Add date features"
    ]
   },
   {
diff --git a/nbs/docs/getting-started/1_introduction.ipynb b/nbs/docs/getting-started/1_introduction.ipynb
index 1e7bda51..96b0b849 100644
--- a/nbs/docs/getting-started/1_introduction.ipynb
+++ b/nbs/docs/getting-started/1_introduction.ipynb
@@ -4,7 +4,7 @@
    "cell_type": "markdown",
    "metadata": {},
    "source": [
-    "# TimeGPT Documentation\n",
+    "# TimeGPT documentation\n",
     "\n",
     "TimeGPT is the first foundation model for time series forecasting created by Nixtla.\n",
     "\n",
diff --git a/nbs/docs/tutorials/15_computing_at_scale.ipynb b/nbs/docs/tutorials/15_computing_at_scale.ipynb
index 9559a85c..26a943ba 100644
--- a/nbs/docs/tutorials/15_computing_at_scale.ipynb
+++ b/nbs/docs/tutorials/15_computing_at_scale.ipynb
@@ -4,7 +4,7 @@
    "cell_type": "markdown",
    "metadata": {},
    "source": [
-    "# Computing at Scale"
+    "# Computing at scale"
    ]
   },
   {
diff --git a/nbs/docs/use-cases/1_forecasting_web_traffic.ipynb b/nbs/docs/use-cases/1_forecasting_web_traffic.ipynb
index 2b811159..375528ca 100644
--- a/nbs/docs/use-cases/1_forecasting_web_traffic.ipynb
+++ b/nbs/docs/use-cases/1_forecasting_web_traffic.ipynb
@@ -4,7 +4,7 @@
    "cell_type": "markdown",
    "metadata": {},
    "source": [
-    "# Forecasting Web Traffic\n",
+    "# Forecasting web traffic\n",
     "\n",
     "Our task is to forecast the next 7 days of daily visits to the website [cienciadedatos.net](cienciadedatos.net).\n",
     "\n",
diff --git a/nbs/docs/use-cases/2_bitcoin_price_prediction.ipynb b/nbs/docs/use-cases/2_bitcoin_price_prediction.ipynb
index d9943259..b464d1e3 100644
--- a/nbs/docs/use-cases/2_bitcoin_price_prediction.ipynb
+++ b/nbs/docs/use-cases/2_bitcoin_price_prediction.ipynb
@@ -4,7 +4,7 @@
    "cell_type": "markdown",
    "metadata": {},
    "source": [
-    "# Bitcoin Price Prediction\n",
+    "# Bitcoin price prediction\n",
     "\n",
     "> Learn how to use TimeGPT for financial time series forecasting"
    ]