diff --git a/.github/workflows/ml-pipeline-ci.yml b/.github/workflows/ml-pipeline-ci.yml
index 858a8f8..b24d157 100644
--- a/.github/workflows/ml-pipeline-ci.yml
+++ b/.github/workflows/ml-pipeline-ci.yml
@@ -27,7 +27,7 @@ jobs:
       uses: actions/checkout@v4
       
     - name: Set up Python
-      uses: actions/setup-python@v4
+      uses: actions/setup-python@v6
       with:
         python-version: ${{ env.PYTHON_VERSION }}
         
@@ -60,7 +60,7 @@ jobs:
       uses: actions/checkout@v4
       
     - name: Set up Python
-      uses: actions/setup-python@v4
+      uses: actions/setup-python@v6
       with:
         python-version: ${{ env.PYTHON_VERSION }}
         cache: 'pip'
@@ -198,7 +198,7 @@ jobs:
       uses: actions/checkout@v4
       
     - name: Set up Python
-      uses: actions/setup-python@v4
+      uses: actions/setup-python@v6
       with:
         python-version: ${{ env.PYTHON_VERSION }}
         cache: 'pip'
@@ -249,7 +249,7 @@ jobs:
       uses: actions/checkout@v4
       
     - name: Set up Python
-      uses: actions/setup-python@v4
+      uses: actions/setup-python@v6
       with:
         python-version: ${{ env.PYTHON_VERSION }}
         cache: 'pip'
@@ -324,7 +324,7 @@ jobs:
       uses: actions/checkout@v4
       
     - name: Set up Python
-      uses: actions/setup-python@v4
+      uses: actions/setup-python@v6
       with:
         python-version: ${{ env.PYTHON_VERSION }}