diff --git a/.github/workflows/pkgdown.yaml b/.github/workflows/pkgdown.yaml
index 8bc92105d..aef2955b3 100644
--- a/.github/workflows/pkgdown.yaml
+++ b/.github/workflows/pkgdown.yaml
@@ -33,6 +33,9 @@ jobs:
       - name: Install dependencies
         run: |
           remotes::install_deps(dependencies = TRUE)
+          remotes::install_github("tidyverse/tidytemplate")
+          remotes::install_cran("tidymodels")
+          remotes::install_cran("C50")
           install.packages("pkgdown")
         shell: Rscript {0}
 
diff --git a/_pkgdown.yml b/_pkgdown.yml
index 8e1596dc1..8f9e9205e 100644
--- a/_pkgdown.yml
+++ b/_pkgdown.yml
@@ -71,11 +71,11 @@ navbar:
   - text: "Articles"
     menu:
      - text: Regression modeling
-       href: articles/articles/Regression.html
+       href: https://www.tidymodels.org/learn/models/parsnip-ranger-glmnet/
      - text: Classification modeling
-       href: articles/articles/Classification.html
+       href: https://www.tidymodels.org/learn/models/parsnip-nnet/
      - text: Making a parsnip model from scratch
-       href: articles/articles/Scratch.html
+       href: https://www.tidymodels.org/learn/develop/models/
      - text: Evaluating submodels with the same model object
        href: articles/articles/Submodels.html
   - text: News