diff --git a/.github/workflows/cache.yml b/.github/workflows/cache.yml
index a99d597ab..ae5743cdf 100644
--- a/.github/workflows/cache.yml
+++ b/.github/workflows/cache.yml
@@ -10,7 +10,7 @@ jobs:
       image: ghcr.io/quantecon/lecture-python-container:cuda-12.5.0-anaconda-2024-06-py311
       options: --gpus all
     steps:
-      - uses: actions/checkout@v3
+      - uses: actions/checkout@v4
         with:
           ref: ${{ github.event.pull_request.head.sha }}
       - name: Check nvidia drivers
diff --git a/.github/workflows/execution.yml b/.github/workflows/execution.yml
index f36dfbb38..025d47882 100644
--- a/.github/workflows/execution.yml
+++ b/.github/workflows/execution.yml
@@ -14,7 +14,7 @@ jobs:
         python-version: ["3.11"]
     steps:
       - name: Checkout
-        uses: actions/checkout@v2
+        uses: actions/checkout@v4
       - uses: conda-incubator/setup-miniconda@v2
         with:
           auto-update-conda: true
@@ -57,7 +57,7 @@ jobs:
         python-version: ["3.11"]
     steps:
       - name: Checkout
-        uses: actions/checkout@v2
+        uses: actions/checkout@v4
       - uses: conda-incubator/setup-miniconda@v2
         with:
           auto-update-conda: true
@@ -89,7 +89,7 @@ jobs:
   #       python-version: ["3.11"]
   #   steps:
   #     - name: Checkout
-  #       uses: actions/checkout@v2
+  #       uses: actions/checkout@v4
   #     - uses: conda-incubator/setup-miniconda@v2
   #       with:
   #         auto-update-conda: true
diff --git a/.github/workflows/linkcheck.yml b/.github/workflows/linkcheck.yml
index bf5dd359c..1e04dd603 100644
--- a/.github/workflows/linkcheck.yml
+++ b/.github/workflows/linkcheck.yml
@@ -16,7 +16,7 @@ jobs:
         python-version: ["3.11"]
     steps:
       - name: Checkout
-        uses: actions/checkout@v2
+        uses: actions/checkout@v4
       - name: Setup Anaconda
         uses: conda-incubator/setup-miniconda@v2
         with:
diff --git a/.github/workflows/publish.yml b/.github/workflows/publish.yml
index ea1c911bf..a7a333e02 100644
--- a/.github/workflows/publish.yml
+++ b/.github/workflows/publish.yml
@@ -12,7 +12,7 @@ jobs:
       options: --gpus all
     steps:
       - name: Checkout
-        uses: actions/checkout@v3
+        uses: actions/checkout@v4
       - name: Install Git (required to commit notebooks)
         shell: bash -l {0}
         run: apt-get install -y git