diff --git a/.github/workflows/canary_d2l.yml b/.github/workflows/canary_d2l.yml
index 1b5225c..68aea26 100644
--- a/.github/workflows/canary_d2l.yml
+++ b/.github/workflows/canary_d2l.yml
@@ -11,17 +11,16 @@ jobs:
     runs-on: ${{ matrix.os }}
     strategy:
       matrix:
-        os: [ubuntu-latest, macos-latest, windows-latest]
+        os: [ubuntu-latest, macos-13, windows-latest]
     steps:
-        - uses: actions/checkout@v3
-        - name: Set up JDK 11
-          uses: actions/setup-java@v3
+        - uses: actions/checkout@v4
+        - name: Set up JDK 17
+          uses: actions/setup-java@v4
           with:
             distribution: 'corretto'
-            java-version: 11
-        - uses: actions/checkout@v3
+            java-version: 17
         - name: Set up Python3
-          uses: actions/setup-python@v4
+          uses: actions/setup-python@v5
           with:
             python-version: '3.x'
         - name: Install IJava kernel
diff --git a/.github/workflows/colab.yml b/.github/workflows/colab.yml
index a8f03b6..caf3f2d 100644
--- a/.github/workflows/colab.yml
+++ b/.github/workflows/colab.yml
@@ -10,9 +10,9 @@ jobs:
   sync:
     runs-on: ubuntu-latest
     steps:
-      - uses: actions/checkout@v3
+      - uses: actions/checkout@v4
       - name: Set up Python3
-        uses: actions/setup-python@v4
+        uses: actions/setup-python@v5
         with:
           python-version: '3.x'
       - name: Add colab instruction on notebooks
diff --git a/.github/workflows/pr_notebook.yml b/.github/workflows/pr_notebook.yml
index 08d761a..1cdabda 100644
--- a/.github/workflows/pr_notebook.yml
+++ b/.github/workflows/pr_notebook.yml
@@ -30,15 +30,14 @@ jobs:
       CH14: "word2vec.ipynb approx-training.ipynb word-embedding-dataset.ipynb glove.ipynb subword-embedding.ipynb"
       REST: "chapter_convolutional-neural-networks chapter_linear-networks utils"
     steps:
-      - uses: actions/checkout@v3
-      - name: Set up JDK 11
-        uses: actions/setup-java@v3
+      - uses: actions/checkout@v4
+      - name: Set up JDK 17
+        uses: actions/setup-java@v4
         with:
           distribution: 'corretto'
-          java-version: 11
-      - uses: actions/checkout@v3
+          java-version: 17
       - name: Set up Python3
-        uses: actions/setup-python@v4
+        uses: actions/setup-python@v5
         with:
           python-version: '3.x'
       - name: Install IJava kernel