diff --git a/sdk/python/jobs/spark/submit_spark_pipeline_jobs.ipynb b/sdk/python/jobs/spark/submit_spark_pipeline_jobs.ipynb
index e637706d08..65716536fc 100644
--- a/sdk/python/jobs/spark/submit_spark_pipeline_jobs.ipynb
+++ b/sdk/python/jobs/spark/submit_spark_pipeline_jobs.ipynb
@@ -342,7 +342,7 @@
     "    spark_step.identity = ManagedIdentityConfiguration()\n",
     "    spark_step.resources = {\n",
     "        \"instance_type\": \"Standard_E8S_V3\",\n",
-    "        \"runtime_version\": \"3.4.0\",\n",
+    "        \"runtime_version\": \"3.4\",\n",
     "    }\n",
     "\n",
     "\n",
@@ -422,7 +422,7 @@
     "    spark_step.identity = UserIdentityConfiguration()\n",
     "    spark_step.resources = {\n",
     "        \"instance_type\": \"Standard_E8S_V3\",\n",
-    "        \"runtime_version\": \"3.4.0\",\n",
+    "        \"runtime_version\": \"3.4\",\n",
     "    }\n",
     "\n",
     "\n",
@@ -501,7 +501,7 @@
     "    spark_step.outputs.wrangled_data.mode = InputOutputModes.DIRECT\n",
     "    spark_step.resources = {\n",
     "        \"instance_type\": \"Standard_E8S_V3\",\n",
-    "        \"runtime_version\": \"3.4.0\",\n",
+    "        \"runtime_version\": \"3.4\",\n",
     "    }\n",
     "\n",
     "\n",
diff --git a/sdk/python/jobs/spark/submit_spark_standalone_jobs.ipynb b/sdk/python/jobs/spark/submit_spark_standalone_jobs.ipynb
index 88c2cc2dad..36c724eda5 100644
--- a/sdk/python/jobs/spark/submit_spark_standalone_jobs.ipynb
+++ b/sdk/python/jobs/spark/submit_spark_standalone_jobs.ipynb
@@ -267,7 +267,7 @@
     "    executor_instances=2,\n",
     "    resources={\n",
     "        \"instance_type\": \"Standard_E8S_V3\",\n",
-    "        \"runtime_version\": \"3.4.0\",\n",
+    "        \"runtime_version\": \"3.4\",\n",
     "    },\n",
     "    inputs={\n",
     "        \"titanic_data\": Input(\n",
@@ -329,7 +329,7 @@
     "    executor_instances=2,\n",
     "    resources={\n",
     "        \"instance_type\": \"Standard_E8S_V3\",\n",
-    "        \"runtime_version\": \"3.4.0\",\n",
+    "        \"runtime_version\": \"3.4\",\n",
     "    },\n",
     "    inputs={\n",
     "        \"titanic_data\": Input(\n",
@@ -391,7 +391,7 @@
     "    executor_instances=2,\n",
     "    resources={\n",
     "        \"instance_type\": \"Standard_E8S_V3\",\n",
-    "        \"runtime_version\": \"3.4.0\",\n",
+    "        \"runtime_version\": \"3.4\",\n",
     "    },\n",
     "    inputs={\n",
     "        \"titanic_data\": Input(\n",
diff --git a/sdk/python/jobs/spark/submit_spark_standalone_jobs_managed_vnet.ipynb b/sdk/python/jobs/spark/submit_spark_standalone_jobs_managed_vnet.ipynb
index 96a756b5da..7a73417803 100644
--- a/sdk/python/jobs/spark/submit_spark_standalone_jobs_managed_vnet.ipynb
+++ b/sdk/python/jobs/spark/submit_spark_standalone_jobs_managed_vnet.ipynb
@@ -535,7 +535,7 @@
     "    executor_instances=2,\n",
     "    resources={\n",
     "        \"instance_type\": \"Standard_E8S_V3\",\n",
-    "        \"runtime_version\": \"3.4.0\",\n",
+    "        \"runtime_version\": \"3.4\",\n",
     "    },\n",
     "    inputs={\n",
     "        \"titanic_data\": Input(\n",
@@ -769,7 +769,7 @@
     "    executor_instances=2,\n",
     "    resources={\n",
     "        \"instance_type\": \"Standard_E8S_V3\",\n",
-    "        \"runtime_version\": \"3.4.0\",\n",
+    "        \"runtime_version\": \"3.4\",\n",
     "    },\n",
     "    inputs={\n",
     "        \"titanic_data\": Input(\n",