diff --git a/notebooks/Block_6/Jupyter Notebook Block 6 - RNN and Image Captioning.ipynb b/notebooks/Block_6/Jupyter Notebook Block 6 - RNN and Image Captioning.ipynb
index 49b05886a6ae3741d05039a7a515537d2423f421..62602c84d513219dbd4f1f7657a8e537ea7ed67f 100644
--- a/notebooks/Block_6/Jupyter Notebook Block 6 - RNN and Image Captioning.ipynb	
+++ b/notebooks/Block_6/Jupyter Notebook Block 6 - RNN and Image Captioning.ipynb	
@@ -3945,13 +3945,13 @@
    "source": [
     "from pickle import load\n",
     "from numpy import argmax\n",
-    "from keras.preprocessing.sequence import pad_sequences\n",
-    "from keras.applications.vgg16 import VGG16\n",
-    "from keras.preprocessing.image import load_img\n",
-    "from keras.preprocessing.image import img_to_array\n",
-    "from keras.applications.vgg16 import preprocess_input\n",
-    "from keras.models import Model\n",
-    "from keras.models import load_model\n",
+    "from tensorflow.keras.preprocessing.sequence import pad_sequences\n",
+    "from tensorflow.keras.applications.vgg16 import VGG16\n",
+    "from tensorflow.keras.preprocessing.image import load_img\n",
+    "from tensorflow.keras.preprocessing.image import img_to_array\n",
+    "from tensorflow.keras.applications.vgg16 import preprocess_input\n",
+    "from tensorflow.keras.models import Model\n",
+    "from tensorflow.keras.models import load_model\n",
     "\n",
     "# extract features from each photo in the directory\n",
     "def extract_features(filename):\n",