diff --git a/.bazelversion b/.bazelversion
index 91e4a9f2..f22d756d 100644
--- a/.bazelversion
+++ b/.bazelversion
@@ -1 +1 @@
-6.3.2
+6.5.0
diff --git a/bazel/environments/conda-env-all.yml b/bazel/environments/conda-env-all.yml
index dbaaebbe..fe24641c 100755
--- a/bazel/environments/conda-env-all.yml
+++ b/bazel/environments/conda-env-all.yml
@@ -55,7 +55,7 @@ dependencies:
   - sentence-transformers==2.7.0
   - sentencepiece==0.1.99
   - shap==0.46.0
-  - snowflake-connector-python==3.16.0
+  - snowflake-connector-python==3.17.0
   - snowflake-snowpark-python==1.28.0
   - snowflake.core==1.0.5
   - sphinx==5.0.2
diff --git a/bazel/environments/conda-env-core.yml b/bazel/environments/conda-env-core.yml
index 09570595..469c3a89 100755
--- a/bazel/environments/conda-env-core.yml
+++ b/bazel/environments/conda-env-core.yml
@@ -47,7 +47,7 @@ dependencies:
   - scikit-learn==1.5.1
   - scipy==1.11.3
   - shap==0.46.0
-  - snowflake-connector-python==3.16.0
+  - snowflake-connector-python==3.17.0
   - snowflake-snowpark-python==1.28.0
   - snowflake.core==1.0.5
   - sphinx==5.0.2
diff --git a/bazel/environments/conda-env-keras.yml b/bazel/environments/conda-env-keras.yml
index 7ee11bc8..84a7907b 100755
--- a/bazel/environments/conda-env-keras.yml
+++ b/bazel/environments/conda-env-keras.yml
@@ -49,7 +49,7 @@ dependencies:
   - scikit-learn==1.5.1
   - scipy==1.11.3
   - shap==0.46.0
-  - snowflake-connector-python==3.16.0
+  - snowflake-connector-python==3.17.0
   - snowflake-snowpark-python==1.28.0
   - snowflake.core==1.0.5
   - sphinx==5.0.2
diff --git a/bazel/environments/conda-env-ml.yml b/bazel/environments/conda-env-ml.yml
index 2952e8f8..06b2c892 100755
--- a/bazel/environments/conda-env-ml.yml
+++ b/bazel/environments/conda-env-ml.yml
@@ -51,7 +51,7 @@ dependencies:
   - scikit-learn==1.5.1
   - scipy==1.11.3
   - shap==0.46.0
-  - snowflake-connector-python==3.16.0
+  - snowflake-connector-python==3.17.0
   - snowflake-snowpark-python==1.28.0
   - snowflake.core==1.0.5
   - sphinx==5.0.2
diff --git a/bazel/environments/conda-env-torch.yml b/bazel/environments/conda-env-torch.yml
index e01e2bb6..50d47957 100755
--- a/bazel/environments/conda-env-torch.yml
+++ b/bazel/environments/conda-env-torch.yml
@@ -51,7 +51,7 @@ dependencies:
   - sentence-transformers==2.7.0
   - sentencepiece==0.1.99
   - shap==0.46.0
-  - snowflake-connector-python==3.16.0
+  - snowflake-connector-python==3.17.0
   - snowflake-snowpark-python==1.28.0
   - snowflake.core==1.0.5
   - sphinx==5.0.2
diff --git a/bazel/environments/requirements_core.txt b/bazel/environments/requirements_core.txt
index 4ed5166c..b5e8b726 100755
--- a/bazel/environments/requirements_core.txt
+++ b/bazel/environments/requirements_core.txt
@@ -41,7 +41,7 @@ s3fs==2024.6.1
 scikit-learn==1.5.1
 scipy==1.11.3
 shap==0.46.0
-snowflake-connector-python[pandas]==3.16.0
+snowflake-connector-python[pandas]==3.17.0
 snowflake-snowpark-python==1.28.0
 snowflake.core==1.0.5
 sphinx==5.0.2
diff --git a/bazel/environments/requirements_keras.txt b/bazel/environments/requirements_keras.txt
index feb53a54..3e467d37 100755
--- a/bazel/environments/requirements_keras.txt
+++ b/bazel/environments/requirements_keras.txt
@@ -42,7 +42,7 @@ s3fs==2024.6.1
 scikit-learn==1.5.1
 scipy==1.11.3
 shap==0.46.0
-snowflake-connector-python[pandas]==3.16.0
+snowflake-connector-python[pandas]==3.17.0
 snowflake-snowpark-python==1.28.0
 snowflake.core==1.0.5
 sphinx==5.0.2
diff --git a/bazel/environments/requirements_ml.txt b/bazel/environments/requirements_ml.txt
index c1b48ada..571c8153 100755
--- a/bazel/environments/requirements_ml.txt
+++ b/bazel/environments/requirements_ml.txt
@@ -45,7 +45,7 @@ s3fs==2024.6.1
 scikit-learn==1.5.1
 scipy==1.11.3
 shap==0.46.0
-snowflake-connector-python[pandas]==3.16.0
+snowflake-connector-python[pandas]==3.17.0
 snowflake-snowpark-python==1.28.0
 snowflake.core==1.0.5
 sphinx==5.0.2
diff --git a/bazel/environments/requirements_torch.txt b/bazel/environments/requirements_torch.txt
index 3f86816f..564b5962 100755
--- a/bazel/environments/requirements_torch.txt
+++ b/bazel/environments/requirements_torch.txt
@@ -45,7 +45,7 @@ scipy==1.11.3
 sentence-transformers==2.7.0
 sentencepiece==0.1.99
 shap==0.46.0
-snowflake-connector-python[pandas]==3.16.0
+snowflake-connector-python[pandas]==3.17.0
 snowflake-snowpark-python==1.28.0
 snowflake.core==1.0.5
 sphinx==5.0.2
diff --git a/bazel/requirements/templates/meta.tpl.yaml b/bazel/requirements/templates/meta.tpl.yaml
index a71cf649..d46ab44f 100644
--- a/bazel/requirements/templates/meta.tpl.yaml
+++ b/bazel/requirements/templates/meta.tpl.yaml
@@ -11,7 +11,7 @@ build:
 requirements:
   build:
     - python
-    - bazel==6.3.2
+    - bazel==6.5.0
   run:
     - python>=3.9,<3.13
 
diff --git a/ci/conda_recipe/meta.yaml b/ci/conda_recipe/meta.yaml
index e4bc25d7..39d668c2 100644
--- a/ci/conda_recipe/meta.yaml
+++ b/ci/conda_recipe/meta.yaml
@@ -21,7 +21,7 @@ package:
 requirements:
   build:
     - python
-    - bazel==6.3.2
+    - bazel==6.5.0
   run:
     - aiohttp!=4.0.0a0, !=4.0.0a1
     - anyio>=3.5.0,<5
@@ -45,7 +45,7 @@ requirements:
     - scikit-learn<1.8
     - scipy>=1.9,<2
     - shap>=0.46.0,<1
-    - snowflake-connector-python>=3.16.0,<4
+    - snowflake-connector-python>=3.17.0,<4
     - snowflake-snowpark-python>=1.17.0,<2,!=1.26.0
     - snowflake.core>=1.0.2,<2
     - sqlparse>=0.4,<1
diff --git a/requirements.yml b/requirements.yml
index cf86bc60..c32542a1 100644
--- a/requirements.yml
+++ b/requirements.yml
@@ -231,8 +231,8 @@
     - transformers
 - name_conda: snowflake-connector-python
   name_pypi: snowflake-connector-python[pandas]
-  dev_version: 3.16.0
-  version_requirements: '>=3.16.0,<4'
+  dev_version: 3.17.0
+  version_requirements: '>=3.17.0,<4'
 - name: snowflake.core
   dev_version: 1.0.5
   version_requirements: '>=1.0.2,<2'
diff --git a/snowflake/ml/model/_packager/model_runtime/_snowml_inference_alternative_requirements.py b/snowflake/ml/model/_packager/model_runtime/_snowml_inference_alternative_requirements.py
index cf476957..6893c52b 100755
--- a/snowflake/ml/model/_packager/model_runtime/_snowml_inference_alternative_requirements.py
+++ b/snowflake/ml/model/_packager/model_runtime/_snowml_inference_alternative_requirements.py
@@ -24,7 +24,7 @@
     "scikit-learn<1.8",
     "scipy>=1.9,<2",
     "shap>=0.46.0,<1",
-    "snowflake-connector-python>=3.16.0,<4",
+    "snowflake-connector-python>=3.17.0,<4",
     "snowflake-snowpark-python>=1.17.0,<2,!=1.26.0",
     "snowflake.core>=1.0.2,<2",
     "sqlparse>=0.4,<1",
diff --git a/tests/integ/snowflake/ml/modeling/metrics/log_loss_test.py b/tests/integ/snowflake/ml/modeling/metrics/log_loss_test.py
index be8e46a7..95699442 100644
--- a/tests/integ/snowflake/ml/modeling/metrics/log_loss_test.py
+++ b/tests/integ/snowflake/ml/modeling/metrics/log_loss_test.py
@@ -164,7 +164,7 @@ def test_sample_weight_multiclass(self, data_index: int, sample_weight_col_name:
 
     @parameterized.product(  # type: ignore[misc]
         data_index=list(range(len(_REGULAR_MULTICLASS_DATA_LIST))),
-        labels=[None, [2, 0, 4]],
+        labels=[None, [0, 1, 2]],
     )
     def test_labels(self, data_index: int, labels: Optional[npt.ArrayLike]) -> None:
         pandas_df, input_df = utils.get_df(self._session, _REGULAR_MULTICLASS_DATA_LIST[data_index], _SF_SCHEMA)
diff --git a/tests/integ/snowflake/ml/test_utils/_snowml_requirements.py b/tests/integ/snowflake/ml/test_utils/_snowml_requirements.py
index cf476957..6893c52b 100755
--- a/tests/integ/snowflake/ml/test_utils/_snowml_requirements.py
+++ b/tests/integ/snowflake/ml/test_utils/_snowml_requirements.py
@@ -24,7 +24,7 @@
     "scikit-learn<1.8",
     "scipy>=1.9,<2",
     "shap>=0.46.0,<1",
-    "snowflake-connector-python>=3.16.0,<4",
+    "snowflake-connector-python>=3.17.0,<4",
     "snowflake-snowpark-python>=1.17.0,<2,!=1.26.0",
     "snowflake.core>=1.0.2,<2",
     "sqlparse>=0.4,<1",