diff --git a/13_loading_and_preprocessing_data.ipynb b/13_loading_and_preprocessing_data.ipynb
index 0750cc13e..b8ba63762 100644
--- a/13_loading_and_preprocessing_data.ipynb
+++ b/13_loading_and_preprocessing_data.ipynb
@@ -1496,7 +1496,7 @@
    "metadata": {},
    "outputs": [],
    "source": [
-    "# WARNING: there's currently a bug preventing \"from tensorflow.train\"\n",
+    "# WARNING: there's currently a bug preventing \"from tensorflow.train import X\"\n",
     "#          so we work around it by writing \"X = tf.train.X\"\n",
     "#from tensorflow.train import BytesList, FloatList, Int64List\n",
     "#from tensorflow.train import Feature, Features, Example\n",
@@ -1908,7 +1908,12 @@
    "metadata": {},
    "outputs": [],
    "source": [
-    "from tensorflow.train import FeatureList, FeatureLists, SequenceExample\n",
+    "# WARNING: there's currently a bug preventing \"from tensorflow.train import X\"\n",
+    "#          so we work around it by writing \"X = tf.train.X\"\n",
+    "#from tensorflow.train import FeatureList, FeatureLists, SequenceExample\n",
+    "FeatureList = tf.train.FeatureList\n",
+    "FeatureLists = tf.train.FeatureLists\n",
+    "SequenceExample = tf.train.SequenceExample\n",
     "\n",
     "context = Features(feature={\n",
     "    \"author_id\": Feature(int64_list=Int64List(value=[123])),\n",