diff --git a/ch16/ch16_part1.ipynb b/ch16/ch16_part1.ipynb
index d014a277..25ff1f99 100644
--- a/ch16/ch16_part1.ipynb
+++ b/ch16/ch16_part1.ipynb
@@ -1542,7 +1542,7 @@
    "cell_type": "markdown",
    "metadata": {},
    "source": [
-    "### A -- An alterntaive way to get the dataset: using tensorflow_datasets"
+    "### A -- An alternative way to get the dataset: using tensorflow_datasets"
    ]
   },
   {
@@ -1832,7 +1832,7 @@
    "name": "python",
    "nbconvert_exporter": "python",
    "pygments_lexer": "ipython3",
-   "version": "3.7.4"
+   "version": "3.7.1"
   }
  },
  "nbformat": 4,