diff --git a/01_intro.ipynb b/01_intro.ipynb
index 8be9f17..0b36b98 100644
--- a/01_intro.ipynb
+++ b/01_intro.ipynb
@@ -1789,7 +1789,7 @@
    "cell_type": "markdown",
    "metadata": {},
    "source": [
-    "Another examples comes from the paper [Malware Classification with Deep Convolutional Neural Networks](https://ieeexplore.ieee.org/abstract/document/8328749) which explains that \"the malware binary file is divided into 8-bit sequences which are then converted to equivalent decimal values. This decimal vector is reshaped and gray-scale image is generated that represent the malware sample\", like in <<malware_proc>>."
+    "Another example comes from the paper [Malware Classification with Deep Convolutional Neural Networks](https://ieeexplore.ieee.org/abstract/document/8328749) which explains that \"the malware binary file is divided into 8-bit sequences which are then converted to equivalent decimal values. This decimal vector is reshaped and gray-scale image is generated that represent the malware sample\", like in <<malware_proc>>."
    ]
   },
   {