diff --git a/examples/notebooks/TextCNN.ipynb b/examples/notebooks/TextCNN.ipynb
index 2a9eb56ba9d..82fef682f7d 100644
--- a/examples/notebooks/TextCNN.ipynb
+++ b/examples/notebooks/TextCNN.ipynb
@@ -6,7 +6,7 @@
     "id": "RfRKTxQO51bK"
    },
    "source": [
-    "[![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://github.com/pytorch/ignite/blob/master/examples/notebooks/TextCNN.ipynb)"
+    "[![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/pytorch/ignite/blob/master/examples/notebooks/TextCNN.ipynb)"
    ]
   },
   {
@@ -42,7 +42,7 @@
    "source": [
     "## Required Dependencies \n",
     "\n",
-    "In this example we only need torchtext and spacy package, assuming that `torch` and `ignite` are already installed. We can install it using `pip`:\n",
+    "In this example we only need `torchtext` and `spacy` package, assuming that `torch` and `ignite` are already installed. We can install it using `pip`:\n",
     "\n",
     "`pip install torchtext==0.9.1 spacy`\n",
     "\n",
@@ -1002,4 +1002,4 @@
  },
  "nbformat": 4,
  "nbformat_minor": 4
-}
+}
\ No newline at end of file