diff --git a/.github/workflows/make_docs.yml b/.github/workflows/make_docs.yml
index 070735508..62ca54fdb 100644
--- a/.github/workflows/make_docs.yml
+++ b/.github/workflows/make_docs.yml
@@ -29,6 +29,9 @@ jobs:
 
       # Copy required notebooks to docs folder
       - run: cp section-2-data-science-and-ml-tools/introduction-to-numpy.ipynb docs/
+      - run: cp section-2-data-science-and-ml-tools/introduction-to-pandas.ipynb docs/
+      - run: cp section-2-data-science-and-ml-tools/introduction-to-matplotlib.ipynb docs/
+      - run: cp section-2-data-science-and-ml-tools/introduction-to-scikit-learn.ipynb docs/
 
       # Last step to deploy docs
       - run: mkdocs gh-deploy --force
diff --git a/mkdocs.yml b/mkdocs.yml
index 2cb01429e..72e493e5a 100644
--- a/mkdocs.yml
+++ b/mkdocs.yml
@@ -15,6 +15,9 @@ nav:
 plugins:
   - mkdocs-jupyter:
       ignore_h1_titles: True
+      # include_source: True
+  - search
+  # - social # this will break without cairosvg and pillow installed locally
 
 theme:
   name: material
@@ -33,13 +36,7 @@ markdown_extensions:
   - pymdownx.tasklist:
       custom_checkbox: true
 
-plugins:
-  - mkdocs-jupyter:
-      include_source: True
-  - search
-  - social
-
- extra:
+extra:
   social:
     - icon: fontawesome/brands/twitter
       link: https://twitter.com/mrdbourke