diff --git a/sdk/ml/azure-ai-ml/CHANGELOG.md b/sdk/ml/azure-ai-ml/CHANGELOG.md
index bdef0df024a3..edd8ea1f8005 100644
--- a/sdk/ml/azure-ai-ml/CHANGELOG.md
+++ b/sdk/ml/azure-ai-ml/CHANGELOG.md
@@ -11,6 +11,7 @@
 
 ### Bugs Fixed
 - MLClient.from_config can now find the default config.json on Compute Instance when running sample notebooks.
+- Adjust registry experimental tags and imports to avoid warning printouts for unrelated operations.
 
 ### Other Changes
 
diff --git a/sdk/ml/azure-ai-ml/azure/ai/ml/_ml_client.py b/sdk/ml/azure-ai-ml/azure/ai/ml/_ml_client.py
index bbc7d7d8a1cd..38aaf3170b04 100644
--- a/sdk/ml/azure-ai-ml/azure/ai/ml/_ml_client.py
+++ b/sdk/ml/azure-ai-ml/azure/ai/ml/_ml_client.py
@@ -32,6 +32,7 @@
 from azure.ai.ml._restclient.v2022_10_01 import AzureMachineLearningWorkspaces as ServiceClient102022
 from azure.ai.ml._scope_dependent_operations import OperationConfig, OperationsContainer, OperationScope
 from azure.ai.ml._user_agent import USER_AGENT
+from azure.ai.ml._utils._experimental import experimental
 from azure.ai.ml._utils._http_utils import HttpPipeline
 from azure.ai.ml._utils._registry_utils import RegistryDiscovery
 from azure.ai.ml._utils.utils import _is_https_url, _validate_missing_sub_or_rg_and_raise
@@ -562,6 +563,7 @@ def workspaces(self) -> WorkspaceOperations:
         return self._workspaces
 
     @property
+    @experimental
     def registries(self) -> RegistryOperations:
         """A collection of registry-related operations.
 
diff --git a/sdk/ml/azure-ai-ml/azure/ai/ml/entities/_registry/registry.py b/sdk/ml/azure-ai-ml/azure/ai/ml/entities/_registry/registry.py
index 781a7d52274b..9135461c4a56 100644
--- a/sdk/ml/azure-ai-ml/azure/ai/ml/entities/_registry/registry.py
+++ b/sdk/ml/azure-ai-ml/azure/ai/ml/entities/_registry/registry.py
@@ -14,7 +14,6 @@
 )
 from azure.ai.ml._restclient.v2022_10_01_preview.models import Registry as RestRegistry
 from azure.ai.ml._restclient.v2022_10_01_preview.models import RegistryProperties
-from azure.ai.ml._schema.registry.registry import RegistrySchema
 from azure.ai.ml._utils.utils import dump_yaml_to_file
 from azure.ai.ml.constants._common import BASE_PATH_CONTEXT_KEY, PARAMS_OVERRIDE_KEY
 from azure.ai.ml.entities._credentials import IdentityConfiguration
@@ -103,6 +102,8 @@ def dump(
     # represented by the registry API, which differs from how registries
     # are represented in YAML. This function converts those differences.
     def _to_dict(self) -> Dict:
+        # JIT import to avoid experimental warnings on unrelated calls
+        from azure.ai.ml._schema.registry.registry import RegistrySchema
         # pylint: disable=no-member
         schema = RegistrySchema(context={BASE_PATH_CONTEXT_KEY: "./"})
 
@@ -142,6 +143,8 @@ def _load(
             BASE_PATH_CONTEXT_KEY: Path(yaml_path).parent if yaml_path else Path("./"),
             PARAMS_OVERRIDE_KEY: params_override,
         }
+        # JIT import to avoid experimental warnings on unrelated calls
+        from azure.ai.ml._schema.registry.registry import RegistrySchema
         loaded_schema = load_from_dict(RegistrySchema, data, context, **kwargs)
         cls._convert_yaml_dict_to_entity_input(loaded_schema)
         return Registry(**loaded_schema)
diff --git a/sdk/ml/azure-ai-ml/azure/ai/ml/operations/_registry_operations.py b/sdk/ml/azure-ai-ml/azure/ai/ml/operations/_registry_operations.py
index 49223c2361cd..fb6139a5ed61 100644
--- a/sdk/ml/azure-ai-ml/azure/ai/ml/operations/_registry_operations.py
+++ b/sdk/ml/azure-ai-ml/azure/ai/ml/operations/_registry_operations.py
@@ -24,7 +24,6 @@
 ops_logger = OpsLogger(__name__)
 module_logger = ops_logger.module_logger
 
-@experimental
 class RegistryOperations:
     """RegistryOperations.
 
@@ -51,6 +50,7 @@ def __init__(
         self.containerRegistry = "none"
         self._init_kwargs = kwargs
 
+    @experimental
     #@ monitor_with_activity(logger, "Registry.List", ActivityType.PUBLICAPI)
     def list(self, *, scope: str = Scope.RESOURCE_GROUP) -> Iterable[Registry]:
         """List all registries that the user has access to in the current
@@ -68,6 +68,7 @@ def list(self, *, scope: str = Scope.RESOURCE_GROUP) -> Iterable[Registry]:
         return self._operation.list(cls=lambda objs: [Registry._from_rest_object(obj) for obj in objs], \
             resource_group_name=self._resource_group_name)
 
+    @experimental
     # @monitor_with_activity(logger, "Registry.Get", ActivityType.PUBLICAPI)
     def get(self, name: str = None) -> Registry:
         """Get a registry by name.
@@ -108,6 +109,7 @@ def _get_polling(self, name):
             path_format_arguments=path_format_arguments,
         )
 
+    @experimental
     # @monitor_with_activity(logger, "Registry.BeginCreate", ActivityType.PUBLICAPI)
     def begin_create(
         self,
@@ -136,6 +138,7 @@ def begin_create(
         return poller
 
 
+    @experimental
     # @monitor_with_activity(logger, "Registry.Delete", ActivityType.PUBLICAPI)
     def delete(self, *, name: str, **kwargs: Dict) -> None:
         """Delete a registry. Returns nothing on a successful operation.