diff --git a/GAMA_AutoML_Tutorial.ipynb b/GAMA_AutoML_Tutorial.ipynb
index 5c30a9f092c0218a59c9cb096de18829839c0580..30923768aa27246591ed337fe63de54e85ba72e9 100644
--- a/GAMA_AutoML_Tutorial.ipynb
+++ b/GAMA_AutoML_Tutorial.ipynb
@@ -246,12 +246,12 @@
    "metadata": {},
    "outputs": [],
    "source": [
-    "from sklearn.datasets import load_boston\n",
+    "from sklearn.datasets import load_diabetes\n",
     "from sklearn.model_selection import train_test_split\n",
     "from sklearn.metrics import mean_squared_error\n",
     "from gama import GamaRegressor\n",
     "\n",
-    "X, y = load_boston(return_X_y=True)\n",
+    "X, y = load_diabetes(return_X_y=True)\n",
     "X_train, X_test, y_train, y_test = train_test_split(X, y, random_state=0)\n",
     "\n",
     "automl = GamaRegressor(max_total_time=180, store=\"nothing\", n_jobs=-1)\n",