diff --git a/Tutorial3_advanced_pytorch_tutorial.ipynb b/Tutorial3_advanced_pytorch_tutorial.ipynb
index 2ae8d55..3253ef5 100644
--- a/Tutorial3_advanced_pytorch_tutorial.ipynb
+++ b/Tutorial3_advanced_pytorch_tutorial.ipynb
@@ -135,9 +135,9 @@
       "outputs": [],
       "source": [
         "!apt-get install wget\n",
-        "!wget https://raw.githubusercontent.com/yala/MLCodeLab/master/lab1/data/beer/overall_train.p\n",
-        "!wget https://raw.githubusercontent.com/yala/MLCodeLab/master/lab1/data/beer/overall_dev.p\n",
-        "!wget https://raw.githubusercontent.com/yala/MLCodeLab/master/lab1/data/beer/overall_test.p\n",
+        "!wget https://raw.githubusercontent.com/yala/MLCodeLab/master/data/beer/overall_train.p\n",
+        "!wget https://raw.githubusercontent.com/yala/MLCodeLab/master/data/beer/overall_dev.p\n",
+        "!wget https://raw.githubusercontent.com/yala/MLCodeLab/master/data/beer/overall_test.p\n",
         "\n",
         "train_path = \"overall_train.p\"\n",
         "dev_path   = \"overall_dev.p\"\n",