diff --git a/.github/workflows/tutorials.yaml b/.github/workflows/tutorials.yaml
index 5833bccd4f6..a55b4693b70 100644
--- a/.github/workflows/tutorials.yaml
+++ b/.github/workflows/tutorials.yaml
@@ -26,11 +26,11 @@ jobs:
       id: cache
       with:
         path: ${{ env.pythonLocation }}
-        key: ${{ env.pythonLocation }}-${{ hashFiles('pyproject.toml') }}-tutorials
+        key: ${{ env.pythonLocation }}-${{ hashFiles('requirements/required.txt') }}-${{ hashFiles('requirements/docs.txt') }}-${{ hashFiles('requirements/tests.txt') }}-tutorials
     - name: Install pip dependencies
       if: steps.cache.outputs.cache-hit != 'true'
       run: |
-        pip install .[docs,tests] planetary_computer pystac
+        pip install -r requirements/required.txt -r requirements/docs.txt -r requirements/tests.txt planetary_computer pystac
         pip cache purge
     - name: List pip dependencies
       run: pip list
diff --git a/docs/tutorials/transforms.ipynb b/docs/tutorials/transforms.ipynb
index 80a53f52643..ca76d9dc5a9 100644
--- a/docs/tutorials/transforms.ipynb
+++ b/docs/tutorials/transforms.ipynb
@@ -501,7 +501,7 @@
     "id": "w4ZbjxPyHoiB"
    },
    "source": [
-    "It's even possible to chain indices along with augmentations from kornia for a single callable during training."
+    "It's even possible to chain indices along with augmentations from Kornia for a single callable during training."
    ]
   },
   {