some more typos

09_pytorch_model_deployment.ipynb

@@ -3067,9 +3067,9 @@
     "Where:\n",
     "* `09_pretrained_effnetb2_feature_extractor_pizza_steak_sushi_20_percent.pth` is our trained PyTorch model file.\n",
     "* `app.py` contains our Gradio app (similar to the code that launched the app).\n",
-    "    * **Note:** `app.py` is the default filename used for Hugging Face Spaces, if you deploy your app there, Spaces will by default look for a file called `app.py` to run. This is changable in settings.\n",
+    "    * **Note:** `app.py` is the default filename used for Hugging Face Spaces, if you deploy your app there, Spaces will by default look for a file called `app.py` to run. This is changeable in settings.\n",
     "* `examples/` contains example images to use with our Gradio app.\n",
-    "* `model.py` contains the model defintion as well as any transforms associated with the model.\n",
+    "* `model.py` contains the model definition as well as any transforms associated with the model.\n",
     "* `requirements.txt` contains the dependencies to run our app such as `torch`, `torchvision` and `gradio`.\n",
     "\n",
     "Why this way?\n",
@@ -3657,7 +3657,7 @@
    "source": [
     "### 9.3 Uploading to Hugging Face\n",
     "\n",
-    "We've verfied our FoodVision Mini app works locally, however, the fun of creating a machine learning demo is to show it to other people and allow them to use it.\n",
+    "We've verified our FoodVision Mini app works locally, however, the fun of creating a machine learning demo is to show it to other people and allow them to use it.\n",
     "\n",
     "To do so, we're going to upload our FoodVision Mini demo to Hugging Face. \n",
     "\n",