diff --git a/Chapter11 - Intro to Word Embeddings - Neural Networks that Understand Language.ipynb b/Chapter11 - Intro to Word Embeddings - Neural Networks that Understand Language.ipynb
index b67c086..260eadd 100644
--- a/Chapter11 - Intro to Word Embeddings - Neural Networks that Understand Language.ipynb	
+++ b/Chapter11 - Intro to Word Embeddings - Neural Networks that Understand Language.ipynb	
@@ -119,7 +119,7 @@
    ]
   },
   {
-   "cell_type": "raw",
+   "cell_type": "code",
    "metadata": {},
    "source": [
     "import numpy as np\n",