diff --git a/cli/setup.sh b/cli/setup.sh
index 6f1ebc660c0..860c8475c97 100644
--- a/cli/setup.sh
+++ b/cli/setup.sh
@@ -6,7 +6,7 @@
 # az extension remove -n ml
 
 # Use a daily build
-az extension add --source https://azuremlsdktestpypi.blob.core.windows.net/wheels/sdk-cli-v2-public/ml-2.8.0-py3-none-any.whl --yes
+az extension add --source https://azuremlsdktestpypi.blob.core.windows.net/wheels/sdk-cli-v2-public/ml-2.9.0-py3-none-any.whl --yes
  
 # <set_variables>
 GROUP="azureml-examples"
diff --git a/sdk/python/assets/component/component.ipynb b/sdk/python/assets/component/component.ipynb
index 01ea8aa1e36..bba6300aade 100644
--- a/sdk/python/assets/component/component.ipynb
+++ b/sdk/python/assets/component/component.ipynb
@@ -115,7 +115,7 @@
    "outputs": [],
    "source": [
     "parent_dir = \".\"\n",
-    "train = load_component(path=parent_dir + \"/train.yml\")\n",
+    "train = load_component(source=parent_dir + \"/train.yml\")\n",
     "print(train)"
    ]
   },
diff --git a/sdk/python/assets/data/working_with_mltable.ipynb b/sdk/python/assets/data/working_with_mltable.ipynb
index e5be873476a..de1fac68c9d 100644
--- a/sdk/python/assets/data/working_with_mltable.ipynb
+++ b/sdk/python/assets/data/working_with_mltable.ipynb
@@ -40,9 +40,9 @@
     "from azure.identity import DefaultAzureCredential\n",
     "\n",
     "# enter details of your AML workspace\n",
-    "subscription_id = \"<SUBSCRIPTION ID>\"\n",
-    "resource_group = \"<RESOURCE GROUP NAME>\"\n",
-    "workspace = \"<WORKSPACE NAME>\"\n",
+    "subscription_id = \"<SUBSCRIPTION_ID>\"\n",
+    "resource_group = \"<RESOURCE_GROUP>\"\n",
+    "workspace = \"<AML_WORKSPACE_NAME>\"\n",
     "\n",
     "# get a handle to the workspace\n",
     "ml_client = MLClient(\n",
diff --git a/sdk/python/endpoints/batch/mnist-nonmlflow.ipynb b/sdk/python/endpoints/batch/mnist-nonmlflow.ipynb
index 30ff89802e8..8285bd035b7 100644
--- a/sdk/python/endpoints/batch/mnist-nonmlflow.ipynb
+++ b/sdk/python/endpoints/batch/mnist-nonmlflow.ipynb
@@ -155,7 +155,7 @@
    "metadata": {},
    "outputs": [],
    "source": [
-    "ml_client.begin_create_or_update(endpoint)"
+    "ml_client.begin_create_or_update(endpoint).result()"
    ]
   },
   {
@@ -234,7 +234,7 @@
    "metadata": {},
    "outputs": [],
    "source": [
-    "ml_client.begin_create_or_update(deployment)"
+    "ml_client.begin_create_or_update(deployment).result()"
    ]
   },
   {
diff --git a/sdk/python/endpoints/online/kubernetes/kubernetes-online-endpoints-safe-rollout.ipynb b/sdk/python/endpoints/online/kubernetes/kubernetes-online-endpoints-safe-rollout.ipynb
index abe9e332327..1eafe810c34 100644
--- a/sdk/python/endpoints/online/kubernetes/kubernetes-online-endpoints-safe-rollout.ipynb
+++ b/sdk/python/endpoints/online/kubernetes/kubernetes-online-endpoints-safe-rollout.ipynb
@@ -139,9 +139,9 @@
     "        \"resource_id\": \"/subscriptions/<SUBSCRIPTION_ID>/resourceGroups/<RESOURCE_GROUP>/providers/Microsoft.ContainerService/managedClusters/<CLUSTER_NAME>\"\n",
     "    },\n",
     "]\n",
-    "k8s_compute = load_compute(path=None, params_override=compute_params)\n",
+    "k8s_compute = load_compute(source=None, params_override=compute_params)\n",
     "\n",
-    "ml_client.begin_create_or_update(k8s_compute)"
+    "ml_client.begin_create_or_update(k8s_compute).result()"
    ]
   },
   {
@@ -204,7 +204,7 @@
    "metadata": {},
    "outputs": [],
    "source": [
-    "ml_client.begin_create_or_update(endpoint)"
+    "ml_client.begin_create_or_update(endpoint).result()"
    ]
   },
   {
@@ -273,7 +273,7 @@
    "metadata": {},
    "outputs": [],
    "source": [
-    "ml_client.begin_create_or_update(blue_deployment)"
+    "ml_client.begin_create_or_update(blue_deployment).result()"
    ]
   },
   {
@@ -284,7 +284,7 @@
    "source": [
     "# blue deployment takes 100 traffic\n",
     "endpoint.traffic = {\"blue\": 100}\n",
-    "ml_client.begin_create_or_update(endpoint)"
+    "ml_client.begin_create_or_update(endpoint).result()"
    ]
   },
   {
@@ -338,7 +338,7 @@
     "blue_deployment.instance_count = 2\n",
     "\n",
     "#!!!bug https://msdata.visualstudio.com/Vienna/_workitems/edit/1740434\n",
-    "ml_client.online_deployments.begin_create_or_update(blue_deployment)"
+    "ml_client.online_deployments.begin_create_or_update(blue_deployment).result()"
    ]
   },
   {
@@ -404,7 +404,7 @@
    "outputs": [],
    "source": [
     "# use MLClient to create green deployment\n",
-    "ml_client.begin_create_or_update(green_deployment)"
+    "ml_client.begin_create_or_update(green_deployment).result()"
    ]
   },
   {
@@ -443,7 +443,7 @@
    "outputs": [],
    "source": [
     "endpoint.traffic = {\"blue\": 90, \"green\": 10}\n",
-    "ml_client.begin_create_or_update(endpoint)"
+    "ml_client.begin_create_or_update(endpoint).result()"
    ]
   },
   {
@@ -468,7 +468,7 @@
    "outputs": [],
    "source": [
     "endpoint.traffic = {\"blue\": 0, \"green\": 100}\n",
-    "ml_client.begin_create_or_update(endpoint)"
+    "ml_client.begin_create_or_update(endpoint).result()"
    ]
   },
   {
diff --git a/sdk/python/endpoints/online/kubernetes/kubernetes-online-endpoints-simple-deployment.ipynb b/sdk/python/endpoints/online/kubernetes/kubernetes-online-endpoints-simple-deployment.ipynb
index 4da5b2a044b..51115e2b8b1 100644
--- a/sdk/python/endpoints/online/kubernetes/kubernetes-online-endpoints-simple-deployment.ipynb
+++ b/sdk/python/endpoints/online/kubernetes/kubernetes-online-endpoints-simple-deployment.ipynb
@@ -301,10 +301,10 @@
     "        \"resource_id\": \"/subscriptions/<SUBSCRIPTION_ID>/resourceGroups/<RESOURCE_GROUP>/providers/Microsoft.ContainerService/managedClusters/<CLUSTER_NAME>\"\n",
     "    },\n",
     "]\n",
-    "k8s_compute = load_compute(path=None, params_override=compute_params)\n",
+    "k8s_compute = load_compute(source=None, params_override=compute_params)\n",
     "\n",
     "# !!!bug https://msdata.visualstudio.com/Vienna/_workitems/edit/1740311\n",
-    "ml_client.begin_create_or_update(k8s_compute)"
+    "ml_client.begin_create_or_update(k8s_compute).result()"
    ]
   },
   {
@@ -358,7 +358,7 @@
    "metadata": {},
    "outputs": [],
    "source": [
-    "ml_client.begin_create_or_update(endpoint)"
+    "ml_client.begin_create_or_update(endpoint).result()"
    ]
   },
   {
@@ -409,7 +409,7 @@
    "metadata": {},
    "outputs": [],
    "source": [
-    "ml_client.begin_create_or_update(blue_deployment)"
+    "ml_client.begin_create_or_update(blue_deployment).result()"
    ]
   },
   {
@@ -420,7 +420,7 @@
    "source": [
     "# blue deployment takes 100 traffic\n",
     "endpoint.traffic = {\"blue\": 100}\n",
-    "ml_client.begin_create_or_update(endpoint)"
+    "ml_client.begin_create_or_update(endpoint).result()"
    ]
   },
   {
diff --git a/sdk/python/endpoints/online/managed/managed-identities/online-endpoints-managed-identity-sai.ipynb b/sdk/python/endpoints/online/managed/managed-identities/online-endpoints-managed-identity-sai.ipynb
index e413616d424..b8b90b9b30d 100644
--- a/sdk/python/endpoints/online/managed/managed-identities/online-endpoints-managed-identity-sai.ipynb
+++ b/sdk/python/endpoints/online/managed/managed-identities/online-endpoints-managed-identity-sai.ipynb
@@ -341,7 +341,7 @@
    },
    "outputs": [],
    "source": [
-    "ml_client.online_endpoints.begin_create_or_update(endpoint)"
+    "ml_client.online_endpoints.begin_create_or_update(endpoint).result()"
    ]
   },
   {
@@ -494,7 +494,7 @@
    },
    "outputs": [],
    "source": [
-    "ml_client.online_deployments.begin_create_or_update(deployment)"
+    "ml_client.online_deployments.begin_create_or_update(deployment).result()"
    ]
   },
   {
@@ -552,7 +552,7 @@
    "outputs": [],
    "source": [
     "endpoint.traffic = {str(deployment.name): 100}\n",
-    "ml_client.begin_create_or_update(endpoint)"
+    "ml_client.begin_create_or_update(endpoint).result()"
    ]
   },
   {
diff --git a/sdk/python/endpoints/online/managed/managed-identities/online-endpoints-managed-identity-uai.ipynb b/sdk/python/endpoints/online/managed/managed-identities/online-endpoints-managed-identity-uai.ipynb
index 1f5ce7b889a..ad54a9f30f1 100644
--- a/sdk/python/endpoints/online/managed/managed-identities/online-endpoints-managed-identity-uai.ipynb
+++ b/sdk/python/endpoints/online/managed/managed-identities/online-endpoints-managed-identity-uai.ipynb
@@ -417,7 +417,7 @@
     "    ),\n",
     ")\n",
     "\n",
-    "ml_client.online_endpoints.begin_create_or_update(endpoint)"
+    "ml_client.online_endpoints.begin_create_or_update(endpoint).result()"
    ]
   },
   {
@@ -674,7 +674,7 @@
    },
    "outputs": [],
    "source": [
-    "ml_client.online_deployments.begin_create_or_update(deployment)"
+    "ml_client.online_deployments.begin_create_or_update(deployment).result()"
    ]
   },
   {
@@ -730,7 +730,7 @@
    "outputs": [],
    "source": [
     "endpoint.traffic = {str(deployment.name): 100}\n",
-    "ml_client.begin_create_or_update(endpoint)"
+    "ml_client.begin_create_or_update(endpoint).result()"
    ]
   },
   {
diff --git a/sdk/python/endpoints/online/managed/online-endpoints-safe-rollout.ipynb b/sdk/python/endpoints/online/managed/online-endpoints-safe-rollout.ipynb
index 15357718290..b836f5cb117 100644
--- a/sdk/python/endpoints/online/managed/online-endpoints-safe-rollout.ipynb
+++ b/sdk/python/endpoints/online/managed/online-endpoints-safe-rollout.ipynb
@@ -241,7 +241,7 @@
    "source": [
     "# blue deployment takes 100 traffic\n",
     "endpoint.traffic = {\"blue\": 100}\n",
-    "ml_client.begin_create_or_update(endpoint)"
+    "ml_client.begin_create_or_update(endpoint).result()"
    ]
   },
   {
diff --git a/sdk/python/jobs/automl-standalone-jobs/automl-classification-task-bankmarketing/automl-classification-task-bankmarketing-mlflow.ipynb b/sdk/python/jobs/automl-standalone-jobs/automl-classification-task-bankmarketing/automl-classification-task-bankmarketing-mlflow.ipynb
index 85927478d2e..6120ba4dc3b 100644
--- a/sdk/python/jobs/automl-standalone-jobs/automl-classification-task-bankmarketing/automl-classification-task-bankmarketing-mlflow.ipynb
+++ b/sdk/python/jobs/automl-standalone-jobs/automl-classification-task-bankmarketing/automl-classification-task-bankmarketing-mlflow.ipynb
@@ -588,7 +588,7 @@
    "metadata": {},
    "outputs": [],
    "source": [
-    "ml_client.begin_create_or_update(endpoint)"
+    "ml_client.begin_create_or_update(endpoint).result()"
    ]
   },
   {
@@ -695,7 +695,7 @@
    "metadata": {},
    "outputs": [],
    "source": [
-    "ml_client.online_deployments.begin_create_or_update(deployment)"
+    "ml_client.online_deployments.begin_create_or_update(deployment).result()"
    ]
   },
   {
@@ -708,7 +708,7 @@
    "source": [
     "# bankmarketing deployment to take 100% traffic\n",
     "endpoint.traffic = {\"bankmarketing-deploy\": 100}\n",
-    "ml_client.begin_create_or_update(endpoint)"
+    "ml_client.begin_create_or_update(endpoint).result()"
    ]
   },
   {
diff --git a/sdk/python/jobs/automl-standalone-jobs/automl-image-classification-multiclass-task-fridge-items/automl-image-classification-multiclass-task-fridge-items.ipynb b/sdk/python/jobs/automl-standalone-jobs/automl-image-classification-multiclass-task-fridge-items/automl-image-classification-multiclass-task-fridge-items.ipynb
index 485b46353cc..3a278ffae96 100644
--- a/sdk/python/jobs/automl-standalone-jobs/automl-image-classification-multiclass-task-fridge-items/automl-image-classification-multiclass-task-fridge-items.ipynb
+++ b/sdk/python/jobs/automl-standalone-jobs/automl-image-classification-multiclass-task-fridge-items/automl-image-classification-multiclass-task-fridge-items.ipynb
@@ -375,7 +375,7 @@
     "        min_instances=0,\n",
     "        max_instances=4,\n",
     "    )\n",
-    "    ml_client.begin_create_or_update(compute_config)"
+    "    ml_client.begin_create_or_update(compute_config).result()"
    ]
   },
   {
@@ -882,7 +882,7 @@
    "metadata": {},
    "outputs": [],
    "source": [
-    "ml_client.begin_create_or_update(endpoint)"
+    "ml_client.begin_create_or_update(endpoint).result()"
    ]
   },
   {
@@ -975,7 +975,7 @@
    "metadata": {},
    "outputs": [],
    "source": [
-    "ml_client.online_deployments.begin_create_or_update(deployment)"
+    "ml_client.online_deployments.begin_create_or_update(deployment).result()"
    ]
   },
   {
@@ -986,7 +986,7 @@
    "source": [
     "# ic mc fridge items deployment to take 100% traffic\n",
     "endpoint.traffic = {\"ic-mc-fridge-items-mlflow-deploy\": 100}\n",
-    "ml_client.begin_create_or_update(endpoint)"
+    "ml_client.begin_create_or_update(endpoint).result()"
    ]
   },
   {
diff --git a/sdk/python/jobs/automl-standalone-jobs/automl-image-classification-multilabel-task-fridge-items/automl-image-classification-multilabel-task-fridge-items.ipynb b/sdk/python/jobs/automl-standalone-jobs/automl-image-classification-multilabel-task-fridge-items/automl-image-classification-multilabel-task-fridge-items.ipynb
index 5862f9d7cae..d05786811d4 100644
--- a/sdk/python/jobs/automl-standalone-jobs/automl-image-classification-multilabel-task-fridge-items/automl-image-classification-multilabel-task-fridge-items.ipynb
+++ b/sdk/python/jobs/automl-standalone-jobs/automl-image-classification-multilabel-task-fridge-items/automl-image-classification-multilabel-task-fridge-items.ipynb
@@ -364,7 +364,7 @@
     "        min_instances=0,\n",
     "        max_instances=4,\n",
     "    )\n",
-    "    ml_client.begin_create_or_update(compute_config)"
+    "    ml_client.begin_create_or_update(compute_config).result()"
    ]
   },
   {
@@ -867,7 +867,7 @@
    "metadata": {},
    "outputs": [],
    "source": [
-    "ml_client.begin_create_or_update(endpoint)"
+    "ml_client.begin_create_or_update(endpoint).result()"
    ]
   },
   {
@@ -960,7 +960,7 @@
    "metadata": {},
    "outputs": [],
    "source": [
-    "ml_client.online_deployments.begin_create_or_update(deployment)"
+    "ml_client.online_deployments.begin_create_or_update(deployment).result()"
    ]
   },
   {
@@ -971,7 +971,7 @@
    "source": [
     "# ic ml fridge items deployment to take 100% traffic\n",
     "endpoint.traffic = {\"ic-ml-fridge-items-mlflow-dpl\": 100}\n",
-    "ml_client.begin_create_or_update(endpoint)"
+    "ml_client.begin_create_or_update(endpoint).result()"
    ]
   },
   {
diff --git a/sdk/python/jobs/automl-standalone-jobs/automl-image-instance-segmentation-task-fridge-items/automl-image-instance-segmentation-task-fridge-items.ipynb b/sdk/python/jobs/automl-standalone-jobs/automl-image-instance-segmentation-task-fridge-items/automl-image-instance-segmentation-task-fridge-items.ipynb
index e186152a36a..28aa7898129 100644
--- a/sdk/python/jobs/automl-standalone-jobs/automl-image-instance-segmentation-task-fridge-items/automl-image-instance-segmentation-task-fridge-items.ipynb
+++ b/sdk/python/jobs/automl-standalone-jobs/automl-image-instance-segmentation-task-fridge-items/automl-image-instance-segmentation-task-fridge-items.ipynb
@@ -333,7 +333,7 @@
     "        min_instances=0,\n",
     "        max_instances=4,\n",
     "    )\n",
-    "    ml_client.begin_create_or_update(compute_config)"
+    "    ml_client.begin_create_or_update(compute_config).result()"
    ]
   },
   {
@@ -842,7 +842,7 @@
    },
    "outputs": [],
    "source": [
-    "ml_client.begin_create_or_update(endpoint)"
+    "ml_client.begin_create_or_update(endpoint).result()"
    ]
   },
   {
@@ -929,7 +929,7 @@
    "metadata": {},
    "outputs": [],
    "source": [
-    "ml_client.online_deployments.begin_create_or_update(deployment)"
+    "ml_client.online_deployments.begin_create_or_update(deployment).result()"
    ]
   },
   {
@@ -940,7 +940,7 @@
    "source": [
     "# is fridge items deployment to take 100% traffic\n",
     "endpoint.traffic = {\"is-fridge-items-mlflow-dpl\": 100}\n",
-    "ml_client.begin_create_or_update(endpoint)"
+    "ml_client.begin_create_or_update(endpoint).result()"
    ]
   },
   {
diff --git a/sdk/python/jobs/automl-standalone-jobs/automl-image-object-detection-task-fridge-items-batch-scoring/image-object-detection-batch-scoring-non-mlflow-model.ipynb b/sdk/python/jobs/automl-standalone-jobs/automl-image-object-detection-task-fridge-items-batch-scoring/image-object-detection-batch-scoring-non-mlflow-model.ipynb
index 5b9a808e15d..26efc1f89f7 100644
--- a/sdk/python/jobs/automl-standalone-jobs/automl-image-object-detection-task-fridge-items-batch-scoring/image-object-detection-batch-scoring-non-mlflow-model.ipynb
+++ b/sdk/python/jobs/automl-standalone-jobs/automl-image-object-detection-task-fridge-items-batch-scoring/image-object-detection-batch-scoring-non-mlflow-model.ipynb
@@ -404,7 +404,7 @@
     "        min_instances=0,\n",
     "        max_instances=4,\n",
     "    )\n",
-    "    ml_client.begin_create_or_update(compute_config)"
+    "    ml_client.begin_create_or_update(compute_config).result()"
    ]
   },
   {
@@ -834,7 +834,7 @@
    "metadata": {},
    "outputs": [],
    "source": [
-    "ml_client.begin_create_or_update(endpoint)"
+    "ml_client.begin_create_or_update(endpoint).result()"
    ]
   },
   {
@@ -871,7 +871,7 @@
     "        min_instances=0,\n",
     "        max_instances=5,\n",
     "    )\n",
-    "    ml_client.begin_create_or_update(compute_config)"
+    "    ml_client.begin_create_or_update(compute_config).result()"
    ]
   },
   {
@@ -949,7 +949,7 @@
    "metadata": {},
    "outputs": [],
    "source": [
-    "ml_client.begin_create_or_update(deployment)"
+    "ml_client.begin_create_or_update(deployment).result()"
    ]
   },
   {
diff --git a/sdk/python/jobs/automl-standalone-jobs/automl-image-object-detection-task-fridge-items/automl-image-object-detection-task-fridge-items.ipynb b/sdk/python/jobs/automl-standalone-jobs/automl-image-object-detection-task-fridge-items/automl-image-object-detection-task-fridge-items.ipynb
index 50789a2cfdd..d481c951df2 100644
--- a/sdk/python/jobs/automl-standalone-jobs/automl-image-object-detection-task-fridge-items/automl-image-object-detection-task-fridge-items.ipynb
+++ b/sdk/python/jobs/automl-standalone-jobs/automl-image-object-detection-task-fridge-items/automl-image-object-detection-task-fridge-items.ipynb
@@ -431,7 +431,7 @@
     "        min_instances=0,\n",
     "        max_instances=4,\n",
     "    )\n",
-    "    ml_client.begin_create_or_update(compute_config)"
+    "    ml_client.begin_create_or_update(compute_config).result()"
    ]
   },
   {
@@ -1000,7 +1000,7 @@
    },
    "outputs": [],
    "source": [
-    "ml_client.begin_create_or_update(endpoint)"
+    "ml_client.begin_create_or_update(endpoint).result()"
    ]
   },
   {
@@ -1099,7 +1099,7 @@
    },
    "outputs": [],
    "source": [
-    "ml_client.online_deployments.begin_create_or_update(deployment)"
+    "ml_client.online_deployments.begin_create_or_update(deployment).result()"
    ]
   },
   {
@@ -1112,7 +1112,7 @@
    "source": [
     "# od fridge items deployment to take 100% traffic\n",
     "endpoint.traffic = {\"od-fridge-items-mlflow-deploy\": 100}\n",
-    "ml_client.begin_create_or_update(endpoint)"
+    "ml_client.begin_create_or_update(endpoint).result()"
    ]
   },
   {
diff --git a/sdk/python/jobs/configuration.ipynb b/sdk/python/jobs/configuration.ipynb
index ece4a0d1fe3..5791d392507 100644
--- a/sdk/python/jobs/configuration.ipynb
+++ b/sdk/python/jobs/configuration.ipynb
@@ -152,7 +152,7 @@
     "    compute = AmlCompute(\n",
     "        name=cpu_compute_target, size=\"STANDARD_D2_V2\", min_instances=0, max_instances=4\n",
     "    )\n",
-    "    ml_client.compute.begin_create_or_update(compute)"
+    "    ml_client.compute.begin_create_or_update(compute).result()"
    ]
   },
   {
@@ -175,7 +175,7 @@
     "    compute = AmlCompute(\n",
     "        name=gpu_compute_target, size=\"STANDARD_NC6\", min_instances=0, max_instances=4\n",
     "    )\n",
-    "    ml_client.compute.begin_create_or_update(compute)"
+    "    ml_client.compute.begin_create_or_update(compute).result()"
    ]
   },
   {
diff --git a/sdk/python/jobs/pipelines/1a_pipeline_with_components_from_yaml/pipeline_with_components_from_yaml.ipynb b/sdk/python/jobs/pipelines/1a_pipeline_with_components_from_yaml/pipeline_with_components_from_yaml.ipynb
index 33f0fca9cd0..420f910bce2 100644
--- a/sdk/python/jobs/pipelines/1a_pipeline_with_components_from_yaml/pipeline_with_components_from_yaml.ipynb
+++ b/sdk/python/jobs/pipelines/1a_pipeline_with_components_from_yaml/pipeline_with_components_from_yaml.ipynb
@@ -116,9 +116,9 @@
    "outputs": [],
    "source": [
     "parent_dir = \".\"\n",
-    "train_model = load_component(path=parent_dir + \"/train_model.yml\")\n",
-    "score_data = load_component(path=parent_dir + \"/score_data.yml\")\n",
-    "eval_model = load_component(path=parent_dir + \"/eval_model.yml\")"
+    "train_model = load_component(source=parent_dir + \"/train_model.yml\")\n",
+    "score_data = load_component(source=parent_dir + \"/score_data.yml\")\n",
+    "eval_model = load_component(source=parent_dir + \"/eval_model.yml\")"
    ]
   },
   {
diff --git a/sdk/python/jobs/pipelines/1c_pipeline_with_hyperparameter_sweep/pipeline_with_hyperparameter_sweep.ipynb b/sdk/python/jobs/pipelines/1c_pipeline_with_hyperparameter_sweep/pipeline_with_hyperparameter_sweep.ipynb
index b478c0efbe2..e30c2b3528a 100644
--- a/sdk/python/jobs/pipelines/1c_pipeline_with_hyperparameter_sweep/pipeline_with_hyperparameter_sweep.ipynb
+++ b/sdk/python/jobs/pipelines/1c_pipeline_with_hyperparameter_sweep/pipeline_with_hyperparameter_sweep.ipynb
@@ -128,8 +128,8 @@
    },
    "outputs": [],
    "source": [
-    "train_component_func = load_component(path=\"./train.yml\")\n",
-    "score_component_func = load_component(path=\"./predict.yml\")\n",
+    "train_component_func = load_component(source=\"./train.yml\")\n",
+    "score_component_func = load_component(source=\"./predict.yml\")\n",
     "\n",
     "# define a pipeline\n",
     "@pipeline()\n",
diff --git a/sdk/python/jobs/pipelines/1e_pipeline_with_registered_components/pipeline_with_registered_components.ipynb b/sdk/python/jobs/pipelines/1e_pipeline_with_registered_components/pipeline_with_registered_components.ipynb
index 7ed3e42cc21..c43a901f6a2 100644
--- a/sdk/python/jobs/pipelines/1e_pipeline_with_registered_components/pipeline_with_registered_components.ipynb
+++ b/sdk/python/jobs/pipelines/1e_pipeline_with_registered_components/pipeline_with_registered_components.ipynb
@@ -112,8 +112,8 @@
    "outputs": [],
    "source": [
     "parent_dir = \".\"\n",
-    "train_model = load_component(path=parent_dir + \"/train_model.yml\")\n",
-    "score_data = load_component(path=parent_dir + \"/score_data.yml\")\n",
+    "train_model = load_component(source=parent_dir + \"/train_model.yml\")\n",
+    "score_data = load_component(source=parent_dir + \"/score_data.yml\")\n",
     "# print the component as yaml\n",
     "print(score_data)"
    ]
diff --git a/sdk/python/jobs/pipelines/1g_pipeline_with_parallel_nodes/pipeline_with_parallel_nodes.ipynb b/sdk/python/jobs/pipelines/1g_pipeline_with_parallel_nodes/pipeline_with_parallel_nodes.ipynb
index f9c8ecbc321..4905de44ecd 100644
--- a/sdk/python/jobs/pipelines/1g_pipeline_with_parallel_nodes/pipeline_with_parallel_nodes.ipynb
+++ b/sdk/python/jobs/pipelines/1g_pipeline_with_parallel_nodes/pipeline_with_parallel_nodes.ipynb
@@ -127,7 +127,7 @@
    "outputs": [],
    "source": [
     "# load component\n",
-    "prepare_data = load_component(path=\"./src/prepare_data.yml\")"
+    "prepare_data = load_component(source=\"./src/prepare_data.yml\")"
    ]
   },
   {
diff --git a/sdk/python/jobs/pipelines/1i_pipeline_with_spark_nodes/pipeline_with_spark_nodes.ipynb b/sdk/python/jobs/pipelines/1i_pipeline_with_spark_nodes/pipeline_with_spark_nodes.ipynb
index 21064e17103..79803fcaa5a 100644
--- a/sdk/python/jobs/pipelines/1i_pipeline_with_spark_nodes/pipeline_with_spark_nodes.ipynb
+++ b/sdk/python/jobs/pipelines/1i_pipeline_with_spark_nodes/pipeline_with_spark_nodes.ipynb
@@ -134,7 +134,7 @@
    "source": [
     "# load component\n",
     "parent_dir = \".\"\n",
-    "spark_kmeans = load_component(path=parent_dir + \"/components/spark_kmeans.yml\")\n",
+    "spark_kmeans = load_component(source=parent_dir + \"/components/spark_kmeans.yml\")\n",
     "\n",
     "show_output_component = command(\n",
     "    inputs=dict(spark_output=Input(type=AssetTypes.URI_FOLDER)),\n",
diff --git a/sdk/python/jobs/pipelines/2b_train_cifar_10_with_pytorch/train_cifar_10_with_pytorch.ipynb b/sdk/python/jobs/pipelines/2b_train_cifar_10_with_pytorch/train_cifar_10_with_pytorch.ipynb
index 5d942b825cf..cc68cd3c798 100644
--- a/sdk/python/jobs/pipelines/2b_train_cifar_10_with_pytorch/train_cifar_10_with_pytorch.ipynb
+++ b/sdk/python/jobs/pipelines/2b_train_cifar_10_with_pytorch/train_cifar_10_with_pytorch.ipynb
@@ -111,9 +111,9 @@
    "outputs": [],
    "source": [
     "parent_dir = \".\"\n",
-    "get_data_func = load_component(path=parent_dir + \"/get-data.yml\")\n",
-    "train_model_func = load_component(path=parent_dir + \"/train-model.yml\")\n",
-    "eval_model_func = load_component(path=parent_dir + \"/eval-model.yml\")"
+    "get_data_func = load_component(source=parent_dir + \"/get-data.yml\")\n",
+    "train_model_func = load_component(source=parent_dir + \"/train-model.yml\")\n",
+    "eval_model_func = load_component(source=parent_dir + \"/eval-model.yml\")"
    ]
   },
   {
diff --git a/sdk/python/jobs/pipelines/2c_nyc_taxi_data_regression/nyc_taxi_data_regression.ipynb b/sdk/python/jobs/pipelines/2c_nyc_taxi_data_regression/nyc_taxi_data_regression.ipynb
index fd562aecac0..6720e82ff5a 100644
--- a/sdk/python/jobs/pipelines/2c_nyc_taxi_data_regression/nyc_taxi_data_regression.ipynb
+++ b/sdk/python/jobs/pipelines/2c_nyc_taxi_data_regression/nyc_taxi_data_regression.ipynb
@@ -112,11 +112,11 @@
     "parent_dir = \"\"\n",
     "\n",
     "# 1. Load components\n",
-    "prepare_data = load_component(path=parent_dir + \"./prep.yml\")\n",
-    "transform_data = load_component(path=parent_dir + \"./transform.yml\")\n",
-    "train_model = load_component(path=parent_dir + \"./train.yml\")\n",
-    "predict_result = load_component(path=parent_dir + \"./predict.yml\")\n",
-    "score_data = load_component(path=parent_dir + \"./score.yml\")\n",
+    "prepare_data = load_component(source=parent_dir + \"./prep.yml\")\n",
+    "transform_data = load_component(source=parent_dir + \"./transform.yml\")\n",
+    "train_model = load_component(source=parent_dir + \"./train.yml\")\n",
+    "predict_result = load_component(source=parent_dir + \"./predict.yml\")\n",
+    "score_data = load_component(source=parent_dir + \"./score.yml\")\n",
     "\n",
     "# 2. Construct pipeline\n",
     "@pipeline()\n",
diff --git a/sdk/python/jobs/pipelines/2d_image_classification_with_densenet/image_classification_with_densenet.ipynb b/sdk/python/jobs/pipelines/2d_image_classification_with_densenet/image_classification_with_densenet.ipynb
index 681189b41e1..d09a5190d41 100644
--- a/sdk/python/jobs/pipelines/2d_image_classification_with_densenet/image_classification_with_densenet.ipynb
+++ b/sdk/python/jobs/pipelines/2d_image_classification_with_densenet/image_classification_with_densenet.ipynb
@@ -136,17 +136,17 @@
    "outputs": [],
    "source": [
     "apply_transform = load_component(\n",
-    "    path=\"./apply_image_transformation/apply_image_transformation.yaml\"\n",
+    "    source=\"./apply_image_transformation/apply_image_transformation.yaml\"\n",
     ")\n",
     "convert = load_component(\n",
-    "    path=\"./convert_to_image_directory/convert_to_image_directory.yaml\"\n",
+    "    source=\"./convert_to_image_directory/convert_to_image_directory.yaml\"\n",
     ")\n",
     "init_transform = load_component(\n",
-    "    path=\"./init_image_transformation/init_image_transformation.yaml\"\n",
+    "    source=\"./init_image_transformation/init_image_transformation.yaml\"\n",
     ")\n",
     "\n",
     "# this train component is an mpi component.\n",
-    "imagecnn_train = load_component(path=\"./imagecnn_train/entry.spec.yaml\")"
+    "imagecnn_train = load_component(source=\"./imagecnn_train/entry.spec.yaml\")"
    ]
   },
   {
diff --git a/sdk/python/jobs/pipelines/2e_image_classification_keras_minist_convnet/image_classification_keras_minist_convnet.ipynb b/sdk/python/jobs/pipelines/2e_image_classification_keras_minist_convnet/image_classification_keras_minist_convnet.ipynb
index 1a98754bf46..f80c790edd3 100644
--- a/sdk/python/jobs/pipelines/2e_image_classification_keras_minist_convnet/image_classification_keras_minist_convnet.ipynb
+++ b/sdk/python/jobs/pipelines/2e_image_classification_keras_minist_convnet/image_classification_keras_minist_convnet.ipynb
@@ -214,7 +214,7 @@
    "outputs": [],
    "source": [
     "# load component function from yaml\n",
-    "keras_score_component = load_component(path=\"./score/score.yaml\")"
+    "keras_score_component = load_component(source=\"./score/score.yaml\")"
    ]
   },
   {
diff --git a/sdk/python/jobs/pipelines/2f_rai_pipeline_sample/rai_pipeline_sample.ipynb b/sdk/python/jobs/pipelines/2f_rai_pipeline_sample/rai_pipeline_sample.ipynb
index ead58df62d8..19659c13769 100644
--- a/sdk/python/jobs/pipelines/2f_rai_pipeline_sample/rai_pipeline_sample.ipynb
+++ b/sdk/python/jobs/pipelines/2f_rai_pipeline_sample/rai_pipeline_sample.ipynb
@@ -196,28 +196,28 @@
     "rai_components_path = f\"{rai_cli_example_path}/components\"\n",
     "\n",
     "train_log_reg_component = load_component(\n",
-    "    path=f\"{rai_components_path}/component_train_logreg.yaml\"\n",
+    "    source=f\"{rai_components_path}/component_train_logreg.yaml\"\n",
     ")\n",
     "register_model_component = load_component(\n",
-    "    path=f\"{rai_components_path}/component_register_model.yaml\"\n",
+    "    source=f\"{rai_components_path}/component_register_model.yaml\"\n",
     ")\n",
     "rai_constructor_component = load_component(\n",
-    "    path=f\"{rai_components_path}/component_rai_insights.yaml\"\n",
+    "    source=f\"{rai_components_path}/component_rai_insights.yaml\"\n",
     ")\n",
     "rai_explanation_component = load_component(\n",
-    "    path=f\"{rai_components_path}/component_explain.yaml\"\n",
+    "    source=f\"{rai_components_path}/component_explain.yaml\"\n",
     ")\n",
     "rai_causal_component = load_component(\n",
-    "    path=f\"{rai_components_path}/component_causal.yaml\"\n",
+    "    source=f\"{rai_components_path}/component_causal.yaml\"\n",
     ")\n",
     "rai_counterfactual_component = load_component(\n",
-    "    path=f\"{rai_components_path}/component_counterfactual.yaml\"\n",
+    "    source=f\"{rai_components_path}/component_counterfactual.yaml\"\n",
     ")\n",
     "rai_erroranalysis_component = load_component(\n",
-    "    path=f\"{rai_components_path}/component_error_analysis.yaml\"\n",
+    "    source=f\"{rai_components_path}/component_error_analysis.yaml\"\n",
     ")\n",
     "rai_gather_component = load_component(\n",
-    "    path=f\"{rai_components_path}/component_gather_rai_insights.yaml\"\n",
+    "    source=f\"{rai_components_path}/component_gather_rai_insights.yaml\"\n",
     ")"
    ]
   },
diff --git a/sdk/python/jobs/single-step/pytorch/train-hyperparameter-tune-deploy-with-pytorch/train-hyperparameter-tune-deploy-with-pytorch.ipynb b/sdk/python/jobs/single-step/pytorch/train-hyperparameter-tune-deploy-with-pytorch/train-hyperparameter-tune-deploy-with-pytorch.ipynb
index 723fd9f3424..65e722ad12b 100644
--- a/sdk/python/jobs/single-step/pytorch/train-hyperparameter-tune-deploy-with-pytorch/train-hyperparameter-tune-deploy-with-pytorch.ipynb
+++ b/sdk/python/jobs/single-step/pytorch/train-hyperparameter-tune-deploy-with-pytorch/train-hyperparameter-tune-deploy-with-pytorch.ipynb
@@ -171,7 +171,7 @@
     "    )\n",
     "\n",
     "    # Now, we pass the object to MLClient's create_or_update method\n",
-    "    gpu_cluster = ml_client.begin_create_or_update(gpu_cluster)\n",
+    "    gpu_cluster = ml_client.begin_create_or_update(gpu_cluster).result()\n",
     "\n",
     "print(\n",
     "    f\"AMLCompute with name {gpu_cluster.name} is created, the compute size is {gpu_cluster.size}\"\n",
diff --git a/sdk/python/jobs/single-step/scikit-learn/train-hyperparameter-tune-deploy-with-sklearn/train-hyperparameter-tune-with-sklearn.ipynb b/sdk/python/jobs/single-step/scikit-learn/train-hyperparameter-tune-deploy-with-sklearn/train-hyperparameter-tune-with-sklearn.ipynb
index 20db26b493b..390df898eb2 100644
--- a/sdk/python/jobs/single-step/scikit-learn/train-hyperparameter-tune-deploy-with-sklearn/train-hyperparameter-tune-with-sklearn.ipynb
+++ b/sdk/python/jobs/single-step/scikit-learn/train-hyperparameter-tune-deploy-with-sklearn/train-hyperparameter-tune-with-sklearn.ipynb
@@ -168,7 +168,7 @@
     "    )\n",
     "\n",
     "    # Now, we pass the object to MLClient's create_or_update method\n",
-    "    cpu_cluster = ml_client.compute.begin_create_or_update(cpu_cluster)\n",
+    "    cpu_cluster = ml_client.compute.begin_create_or_update(cpu_cluster).result()\n",
     "\n",
     "print(\n",
     "    f\"AMLCompute with name {cpu_cluster.name} is created, the compute size is {cpu_cluster.size}\"\n",
diff --git a/sdk/python/jobs/single-step/tensorflow/train-hyperparameter-tune-deploy-with-keras/train-hyperparameter-tune-deploy-with-keras.ipynb b/sdk/python/jobs/single-step/tensorflow/train-hyperparameter-tune-deploy-with-keras/train-hyperparameter-tune-deploy-with-keras.ipynb
index 69c8f5a2174..b412b76b128 100644
--- a/sdk/python/jobs/single-step/tensorflow/train-hyperparameter-tune-deploy-with-keras/train-hyperparameter-tune-deploy-with-keras.ipynb
+++ b/sdk/python/jobs/single-step/tensorflow/train-hyperparameter-tune-deploy-with-keras/train-hyperparameter-tune-deploy-with-keras.ipynb
@@ -175,7 +175,7 @@
     "    )\n",
     "\n",
     "    # Now, we pass the object to MLClient's create_or_update method\n",
-    "    gpu_cluster = ml_client.begin_create_or_update(gpu_cluster)\n",
+    "    gpu_cluster = ml_client.begin_create_or_update(gpu_cluster).result()\n",
     "\n",
     "print(\n",
     "    f\"AMLCompute with name {gpu_cluster.name} is created, the compute size is {gpu_cluster.size}\"\n",
@@ -610,7 +610,7 @@
     "    auth_mode=\"key\",\n",
     ")\n",
     "\n",
-    "endpoint = ml_client.begin_create_or_update(endpoint)\n",
+    "endpoint = ml_client.begin_create_or_update(endpoint).result()\n",
     "\n",
     "print(f\"Endpint {endpoint.name} provisioning state: {endpoint.provisioning_state}\")"
    ]
@@ -675,7 +675,7 @@
     "    instance_count=1,\n",
     ")\n",
     "\n",
-    "blue_deployment = ml_client.begin_create_or_update(blue_deployment)"
+    "blue_deployment = ml_client.begin_create_or_update(blue_deployment).result()"
    ]
   },
   {
diff --git a/sdk/python/jobs/single-step/tensorflow/train-hyperparameter-tune-deploy-with-tensorflow/train-hyperparameter-tune-deploy-with-tensorflow.ipynb b/sdk/python/jobs/single-step/tensorflow/train-hyperparameter-tune-deploy-with-tensorflow/train-hyperparameter-tune-deploy-with-tensorflow.ipynb
index e6b797082e5..36bda0615c3 100644
--- a/sdk/python/jobs/single-step/tensorflow/train-hyperparameter-tune-deploy-with-tensorflow/train-hyperparameter-tune-deploy-with-tensorflow.ipynb
+++ b/sdk/python/jobs/single-step/tensorflow/train-hyperparameter-tune-deploy-with-tensorflow/train-hyperparameter-tune-deploy-with-tensorflow.ipynb
@@ -172,7 +172,7 @@
     "    )\n",
     "\n",
     "    # Now, we pass the object to MLClient's create_or_update method\n",
-    "    gpu_cluster = ml_client.begin_create_or_update(gpu_cluster)\n",
+    "    gpu_cluster = ml_client.begin_create_or_update(gpu_cluster).result()\n",
     "\n",
     "print(\n",
     "    f\"AMLCompute with name {gpu_cluster.name} is created, the compute size is {gpu_cluster.size}\"\n",
diff --git a/sdk/python/resources/compute/compute.ipynb b/sdk/python/resources/compute/compute.ipynb
index 9d2964add13..284a10d3504 100644
--- a/sdk/python/resources/compute/compute.ipynb
+++ b/sdk/python/resources/compute/compute.ipynb
@@ -115,7 +115,7 @@
     "ci_minimal_name = \"min-ci\" + datetime.datetime.now().strftime(\"%Y%m%d%H%M\")\n",
     "\n",
     "ci_minimal = ComputeInstance(name=ci_minimal_name)\n",
-    "ml_client.begin_create_or_update(ci_minimal)"
+    "ml_client.begin_create_or_update(ci_minimal).result()"
    ]
   },
   {
@@ -141,7 +141,7 @@
     "\n",
     "ci_basic_name = \"basic-ci\" + datetime.datetime.now().strftime(\"%Y%m%d%H%M\")\n",
     "ci_basic = ComputeInstance(name=ci_basic_name, size=\"STANDARD_DS3_v2\")\n",
-    "ml_client.begin_create_or_update(ci_basic)"
+    "ml_client.begin_create_or_update(ci_basic).result()"
    ]
   },
   {
@@ -177,18 +177,7 @@
     "from azure.ai.ml.entities import ComputeInstance, AmlCompute\n",
     "\n",
     "# Stop compute\n",
-    "ml_client.compute.begin_stop(ci_basic_name)"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": null,
-   "metadata": {},
-   "outputs": [],
-   "source": [
-    "import time\n",
-    "\n",
-    "time.sleep(120)"
+    "ml_client.compute.begin_stop(ci_basic_name).wait()"
    ]
   },
   {
@@ -202,16 +191,7 @@
     "from azure.ai.ml.entities import ComputeInstance, AmlCompute\n",
     "\n",
     "# Start compute\n",
-    "ml_client.compute.begin_start(ci_basic_name)"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": null,
-   "metadata": {},
-   "outputs": [],
-   "source": [
-    "time.sleep(120)"
+    "ml_client.compute.begin_start(ci_basic_name).wait()"
    ]
   },
   {
@@ -225,7 +205,7 @@
     "from azure.ai.ml.entities import ComputeInstance, AmlCompute\n",
     "\n",
     "# Restart compute\n",
-    "ml_client.compute.begin_restart(ci_basic_name)"
+    "ml_client.compute.begin_restart(ci_basic_name).wait()"
    ]
   },
   {
@@ -244,7 +224,7 @@
    "source": [
     "from azure.ai.ml.entities import ComputeInstance, AmlCompute\n",
     "\n",
-    "ml_client.compute.begin_delete(ci_minimal_name)"
+    "ml_client.compute.begin_delete(ci_minimal_name).wait()"
    ]
   },
   {
@@ -257,7 +237,7 @@
    "source": [
     "from azure.ai.ml.entities import ComputeInstance, AmlCompute\n",
     "\n",
-    "ml_client.compute.begin_delete(ci_basic_name)"
+    "ml_client.compute.begin_delete(ci_basic_name).wait()"
    ]
   },
   {
@@ -300,7 +280,7 @@
     "    max_instances=2,\n",
     "    idle_time_before_scale_down=120,\n",
     ")\n",
-    "ml_client.begin_create_or_update(cluster_basic)"
+    "ml_client.begin_create_or_update(cluster_basic).result()"
    ]
   },
   {
@@ -329,7 +309,7 @@
     "    idle_time_before_scale_down=120,\n",
     "    tier=\"low_priority\",\n",
     ")\n",
-    "ml_client.begin_create_or_update(cluster_low_pri)"
+    "ml_client.begin_create_or_update(cluster_low_pri).result()"
    ]
   }
  ],
diff --git a/sdk/python/resources/workspace/workspace.ipynb b/sdk/python/resources/workspace/workspace.ipynb
index 3b821381706..780041df81f 100644
--- a/sdk/python/resources/workspace/workspace.ipynb
+++ b/sdk/python/resources/workspace/workspace.ipynb
@@ -173,7 +173,7 @@
     ")\n",
     "\n",
     "# uncomment this line after providing details of subscription, resource group and other details above\n",
-    "#  ml_client.begin_create_or_update(ws_with_existing)"
+    "#  ml_client.begin_create_or_update(ws_with_existing).result()"
    ]
   },
   {
diff --git a/sdk/python/schedules/job-schedule.ipynb b/sdk/python/schedules/job-schedule.ipynb
index 4dcab71d79f..9263d2219dd 100644
--- a/sdk/python/schedules/job-schedule.ipynb
+++ b/sdk/python/schedules/job-schedule.ipynb
@@ -125,9 +125,9 @@
    "outputs": [],
    "source": [
     "parent_dir = \"../jobs/pipelines/1a_pipeline_with_components_from_yaml\"\n",
-    "train_model = load_component(path=parent_dir + \"/train_model.yml\")\n",
-    "score_data = load_component(path=parent_dir + \"/score_data.yml\")\n",
-    "eval_model = load_component(path=parent_dir + \"/eval_model.yml\")\n",
+    "train_model = load_component(source=parent_dir + \"/train_model.yml\")\n",
+    "score_data = load_component(source=parent_dir + \"/score_data.yml\")\n",
+    "eval_model = load_component(source=parent_dir + \"/eval_model.yml\")\n",
     "\n",
     "# Construct pipeline\n",
     "@pipeline()\n",
@@ -260,7 +260,7 @@
    },
    "outputs": [],
    "source": [
-    "job_schedule = ml_client.schedules.begin_create_or_update(schedule=job_schedule)\n",
+    "job_schedule = ml_client.schedules.begin_create_or_update(schedule=job_schedule).result()\n",
     "print(job_schedule)"
    ]
   },
@@ -279,7 +279,7 @@
    },
    "outputs": [],
    "source": [
-    "job_schedule = ml_client.schedules.begin_disable(name=schedule_name)\n",
+    "job_schedule = ml_client.schedules.begin_disable(name=schedule_name).result()\n",
     "job_schedule.is_enabled"
    ]
   },
@@ -334,7 +334,7 @@
    "metadata": {},
    "outputs": [],
    "source": [
-    "job_schedule = ml_client.schedules.begin_enable(name=schedule_name)\n",
+    "job_schedule = ml_client.schedules.begin_enable(name=schedule_name).result()\n",
     "job_schedule.is_enabled"
    ]
   },
@@ -355,7 +355,7 @@
    "source": [
     "# Update trigger expression\n",
     "job_schedule.trigger.expression = \"10 10 * * 1\"\n",
-    "job_schedule = ml_client.schedules.begin_create_or_update(schedule=job_schedule)\n",
+    "job_schedule = ml_client.schedules.begin_create_or_update(schedule=job_schedule).result()\n",
     "print(job_schedule)"
    ]
   },
@@ -375,8 +375,8 @@
    "outputs": [],
    "source": [
     "# Only disabled schedules can be deleted\n",
-    "ml_client.schedules.begin_disable(name=schedule_name)\n",
-    "ml_client.schedules.begin_delete(name=schedule_name)"
+    "ml_client.schedules.begin_disable(name=schedule_name).result()\n",
+    "ml_client.schedules.begin_delete(name=schedule_name).result()"
    ]
   }
  ],
@@ -385,9 +385,9 @@
    "description": "Create a component asset"
   },
   "kernelspec": {
-   "display_name": "Python 3.10 - SDK V2",
+   "display_name": "Python 3.10.4 ('venv2')",
    "language": "python",
-   "name": "python310-sdkv2"
+   "name": "python3"
   },
   "language_info": {
    "codemirror_mode": {
@@ -399,11 +399,11 @@
    "name": "python",
    "nbconvert_exporter": "python",
    "pygments_lexer": "ipython3",
-   "version": "3.7.8"
+   "version": "3.10.4"
   },
   "vscode": {
    "interpreter": {
-    "hash": "727b410030f20083a8dadbe78e3f0c3cba212580ac111eb7b243827f2188ccac"
+    "hash": "0d334cf3c07019271c164ebdcf351803825400d6a25940919e70ae20f27dcfe7"
    }
   }
  },
diff --git a/sdk/python/setup.sh b/sdk/python/setup.sh
index c9ef55f97ab..0d0c8d3dbb8 100644
--- a/sdk/python/setup.sh
+++ b/sdk/python/setup.sh
@@ -16,7 +16,7 @@ pip install pandas
 
 # <az_ml_sdk_test_install>
 # pip install azure-ai-ml==0.1.0.b6
-pip install https://docsupport.blob.core.windows.net/ml-sample-submissions/1865587/azure_ai_ml-0.1.0b7-py3-none-any.whl
+pip install https://docsupport.blob.core.windows.net/ml-sample-submissions/1902672/azure_ai_ml-0.1.0b8-py3-none-any.whl
 # </az_ml_sdk_test_install>
 
 pip list
diff --git a/tutorials/e2e-ds-experience/e2e-ml-workflow.ipynb b/tutorials/e2e-ds-experience/e2e-ml-workflow.ipynb
index bc98b314484..5a672aaddeb 100644
--- a/tutorials/e2e-ds-experience/e2e-ml-workflow.ipynb
+++ b/tutorials/e2e-ds-experience/e2e-ml-workflow.ipynb
@@ -812,7 +812,7 @@
     "from azure.ai.ml import load_component\n",
     "\n",
     "# Loading the component from the yml file\n",
-    "train_component = load_component(path=os.path.join(train_src_dir, \"train.yml\"))"
+    "train_component = load_component(source=os.path.join(train_src_dir, \"train.yml\"))"
    ]
   },
   {