diff --git a/Mini-Projects/IMDB Sentiment Analysis - XGBoost (Batch Transform).ipynb b/Mini-Projects/IMDB Sentiment Analysis - XGBoost (Batch Transform).ipynb
index af013db4f..48ecb206c 100644
--- a/Mini-Projects/IMDB Sentiment Analysis - XGBoost (Batch Transform).ipynb	
+++ b/Mini-Projects/IMDB Sentiment Analysis - XGBoost (Batch Transform).ipynb	
@@ -274,7 +274,7 @@
    "source": [
     "import numpy as np\n",
     "from sklearn.feature_extraction.text import CountVectorizer\n",
-    "from sklearn.externals import joblib\n",
+    "import joblib\n",
     "# joblib is an enhanced version of pickle that is more efficient for storing NumPy arrays\n",
     "\n",
     "def extract_BoW_features(words_train, words_test, vocabulary_size=5000,\n",
@@ -681,4 +681,4 @@
  },
  "nbformat": 4,
  "nbformat_minor": 2
-}
\ No newline at end of file
+}