diff --git a/01_pytorch_workflow.ipynb b/01_pytorch_workflow.ipynb
index 7406ee34..9ee0c60e 100644
--- a/01_pytorch_workflow.ipynb
+++ b/01_pytorch_workflow.ipynb
@@ -510,7 +510,7 @@
     }
    ],
    "source": [
-    "# Set manual seed since nn.Parameter are randomly initialzied\n",
+    "# Set manual seed since nn.Parameter are randomly initialized\n",
     "torch.manual_seed(42)\n",
     "\n",
     "# Create an instance of the model (this is a subclass of nn.Module that contains nn.Parameter(s))\n",