diff --git a/notebooks/community/gapic/automl/showcase_automl_image_object_detection_online.ipynb b/notebooks/community/gapic/automl/showcase_automl_image_object_detection_online.ipynb
index 05a8b8425..5acdf4bf2 100644
--- a/notebooks/community/gapic/automl/showcase_automl_image_object_detection_online.ipynb
+++ b/notebooks/community/gapic/automl/showcase_automl_image_object_detection_online.ipynb
@@ -722,12 +722,10 @@
         "else:\n",
         "    FILE = IMPORT_FILE\n",
         "\n",
-        "count = ! gsutil cat $FILE | wc -l\n",
-        "print(\"Number of Examples\", int(count[0]))\n",
+        "count = ! gcloud storage cat $FILE | wc -l\n",        "print(\"Number of Examples\", int(count[0]))\n",
         "\n",
         "print(\"First 10 rows\")\n",
-        "! gsutil cat $FILE | head"
-      ]
+        "! gcloud storage cat $FILE | head"      ]
     },
     {
       "cell_type": "markdown",
@@ -1345,8 +1343,7 @@
       },
       "outputs": [],
       "source": [
-        "test_items = !gsutil cat $IMPORT_FILE | head -n1\n",
-        "cols = str(test_items[0]).split(\",\")\n",
+        "test_items = !gcloud storage cat $IMPORT_FILE | head -n1\n",        "cols = str(test_items[0]).split(\",\")\n",
         "if len(cols) == 11:\n",
         "    test_item = str(cols[1])\n",
         "    test_label = str(cols[2])\n",
@@ -1574,8 +1571,7 @@
         "    print(e)\n",
         "\n",
         "if delete_bucket and \"BUCKET_NAME\" in globals():\n",
-        "    ! gsutil rm -r $BUCKET_NAME"
-      ]
+        "    ! gcloud storage rm --recursive $BUCKET_NAME"      ]
     }
   ],
   "metadata": {
diff --git a/notebooks/community/gapic/automl/showcase_automl_tabular_regression_online_bq.ipynb b/notebooks/community/gapic/automl/showcase_automl_tabular_regression_online_bq.ipynb
index 3f88bc9f0..46c7e3f00 100644
--- a/notebooks/community/gapic/automl/showcase_automl_tabular_regression_online_bq.ipynb
+++ b/notebooks/community/gapic/automl/showcase_automl_tabular_regression_online_bq.ipynb
@@ -1614,8 +1614,7 @@
         "    print(e)\n",
         "\n",
         "if delete_bucket and \"BUCKET_NAME\" in globals():\n",
-        "    ! gsutil rm -r $BUCKET_NAME"
-      ]
+        "    ! gcloud storage rm --recursive $BUCKET_NAME"      ]
     }
   ],
   "metadata": {
diff --git a/notebooks/community/gapic/custom/showcase_local_tabular_regression_online.ipynb b/notebooks/community/gapic/custom/showcase_local_tabular_regression_online.ipynb
index 7851bef83..7e011cec3 100644
--- a/notebooks/community/gapic/custom/showcase_local_tabular_regression_online.ipynb
+++ b/notebooks/community/gapic/custom/showcase_local_tabular_regression_online.ipynb
@@ -423,8 +423,7 @@
       },
       "outputs": [],
       "source": [
-        "! gsutil mb -l $REGION $BUCKET_NAME"
-      ]
+        "! gcloud storage buckets create --location $REGION $BUCKET_NAME"      ]
     },
     {
       "cell_type": "markdown",
@@ -443,8 +442,7 @@
       },
       "outputs": [],
       "source": [
-        "! gsutil ls -al $BUCKET_NAME"
-      ]
+        "! gcloud storage ls --all-versions --long $BUCKET_NAME"      ]
     },
     {
       "cell_type": "markdown",
@@ -1639,8 +1637,7 @@
         "    print(e)\n",
         "\n",
         "if delete_bucket and \"BUCKET_NAME\" in globals():\n",
-        "    ! gsutil rm -r $BUCKET_NAME"
-      ]
+        "    ! gcloud storage rm --recursive $BUCKET_NAME"      ]
     }
   ],
   "metadata": {
diff --git a/notebooks/community/gapic/custom/showcase_local_text_binary_classification_online.ipynb b/notebooks/community/gapic/custom/showcase_local_text_binary_classification_online.ipynb
index 12c88e50a..4c74027a7 100644
--- a/notebooks/community/gapic/custom/showcase_local_text_binary_classification_online.ipynb
+++ b/notebooks/community/gapic/custom/showcase_local_text_binary_classification_online.ipynb
@@ -423,8 +423,7 @@
       },
       "outputs": [],
       "source": [
-        "! gsutil mb -l $REGION $BUCKET_NAME"
-      ]
+        "! gcloud storage buckets create --location=$REGION $BUCKET_NAME"      ]
     },
     {
       "cell_type": "markdown",
@@ -443,8 +442,7 @@
       },
       "outputs": [],
       "source": [
-        "! gsutil ls -al $BUCKET_NAME"
-      ]
+        "! gcloud storage ls --all-versions --long $BUCKET_NAME"      ]
     },
     {
       "cell_type": "markdown",
@@ -1616,8 +1614,7 @@
         "    print(e)\n",
         "\n",
         "if delete_bucket and \"BUCKET_NAME\" in globals():\n",
-        "    ! gsutil rm -r $BUCKET_NAME"
-      ]
+        "    ! gcloud storage rm --recursive $BUCKET_NAME"      ]
     }
   ],
   "metadata": {
diff --git a/notebooks/community/ml_ops/stage6/get_started_with_automl_tabular_model_batch.ipynb b/notebooks/community/ml_ops/stage6/get_started_with_automl_tabular_model_batch.ipynb
index 7b66d5240..9b1f1c8de 100644
--- a/notebooks/community/ml_ops/stage6/get_started_with_automl_tabular_model_batch.ipynb
+++ b/notebooks/community/ml_ops/stage6/get_started_with_automl_tabular_model_batch.ipynb
@@ -487,8 +487,7 @@
       },
       "outputs": [],
       "source": [
-        "! gsutil mb -l $REGION $BUCKET_URI"
-      ]
+        "! gcloud storage buckets create --location $REGION $BUCKET_URI"      ]
     },
     {
       "cell_type": "markdown",
@@ -507,8 +506,7 @@
       },
       "outputs": [],
       "source": [
-        "! gsutil ls -al $BUCKET_URI"
-      ]
+        "! gcloud storage ls --all-versions --long $BUCKET_URI"      ]
     },
     {
       "cell_type": "markdown",
@@ -634,14 +632,11 @@
       },
       "outputs": [],
       "source": [
-        "count = ! gsutil cat $IMPORT_FILE | wc -l\n",
-        "print(\"Number of Examples\", int(count[0]))\n",
+        "count = ! gcloud storage cat $IMPORT_FILE | wc -l\n",        "print(\"Number of Examples\", int(count[0]))\n",
         "\n",
         "print(\"First 10 rows\")\n",
-        "! gsutil cat $IMPORT_FILE | head\n",
-        "\n",
-        "heading = ! gsutil cat $IMPORT_FILE | head -n1\n",
-        "label_column = str(heading).split(\",\")[-1].split(\"'\")[0]\n",
+        "! gcloud storage cat $IMPORT_FILE | head\n",        "\n",
+        "heading = ! gcloud storage cat $IMPORT_FILE | head -n1\n",        "label_column = str(heading).split(\",\")[-1].split(\"'\")[0]\n",
         "print(\"Label Column Name\", label_column)\n",
         "if label_column is None:\n",
         "    raise Exception(\"label column missing\")"
@@ -913,15 +908,12 @@
       },
       "outputs": [],
       "source": [
-        "! gsutil cat $IMPORT_FILE | head -n 1 > tmp.csv\n",
-        "! gsutil cat $IMPORT_FILE | tail -n 10 >> tmp.csv\n",
-        "\n",
+        "! gcloud storage cat $IMPORT_FILE | head -n 1 > tmp.csv\n",        "! gcloud storage cat $IMPORT_FILE | tail -n 10 >> tmp.csv\n",        "\n",
         "! cut -d, -f1-16 tmp.csv > batch.csv\n",
         "\n",
         "gcs_input_uri = BUCKET_URI + \"/test.csv\"\n",
         "\n",
-        "! gsutil cp batch.csv $gcs_input_uri"
-      ]
+        "! gcloud storage cp batch.csv $gcs_input_uri"      ]
     },
     {
       "cell_type": "markdown",
@@ -1552,8 +1544,7 @@
       "outputs": [],
       "source": [
         "# Create test data w/o the label\n",
-        "output = ! gsutil cat $IMPORT_FILE | head -n 10\n",
-        "rows = []\n",
+        "output = ! gcloud storage cat $IMPORT_FILE | head -n 10\n",        "rows = []\n",
         "for i in range(0, 10):\n",
         "    rows.append(output[i][:-2])\n",
         "\n",
@@ -1831,8 +1822,7 @@
         "delete_bucket = False\n",
         "\n",
         "if delete_bucket or os.getenv(\"IS_TESTING\"):\n",
-        "    ! gsutil rm -rf {BUCKET_URI}"
-      ]
+        "    ! gcloud storage rm --recursive --continue-on-error {BUCKET_URI}"      ]
     }
   ],
   "metadata": {
diff --git a/notebooks/community/model_garden/model_garden_axolotl_gemma3_finetuning.ipynb b/notebooks/community/model_garden/model_garden_axolotl_gemma3_finetuning.ipynb
index a2d935f67..1d045fbb5 100644
--- a/notebooks/community/model_garden/model_garden_axolotl_gemma3_finetuning.ipynb
+++ b/notebooks/community/model_garden/model_garden_axolotl_gemma3_finetuning.ipynb
@@ -346,11 +346,10 @@
         "if BUCKET_URI is None or BUCKET_URI.strip() == \"\" or BUCKET_URI == \"gs://\":\n",
         "    BUCKET_URI = f\"gs://{PROJECT_ID}-tmp-{now}-{str(uuid.uuid4())[:4]}\"\n",
         "    BUCKET_NAME = \"/\".join(BUCKET_URI.split(\"/\")[:3])\n",
-        "    ! gsutil mb -l {REGION} {BUCKET_URI}\n",
-        "else:\n",
+        "    ! gcloud storage buckets create --location={REGION} {BUCKET_URI}\n",        "else:\n",
         "    assert BUCKET_URI.startswith(\"gs://\"), \"BUCKET_URI must start with `gs://`.\"\n",
-        "    shell_output = ! gsutil ls -Lb {BUCKET_NAME} | grep \"Location constraint:\" | sed \"s/Location constraint://\"\n",
-        "    bucket_region = shell_output[0].strip().lower()\n",
+        # Note: The format of the full listing output is different. gcloud storage uses a title case for keys and will not display a field if its value is "None".
+        "    shell_output = ! gcloud storage ls --full --buckets {BUCKET_NAME} | grep \"Location constraint:\" | sed \"s/Location constraint://\"\n",        "    bucket_region = shell_output[0].strip().lower()\n",
         "    if bucket_region != REGION:\n",
         "        raise ValueError(\n",
         "            \"Bucket region %s is different from notebook region %s\"\n",
@@ -374,7 +373,8 @@
         "\n",
         "\n",
         "# Provision permissions to the SERVICE_ACCOUNT with the GCS bucket\n",
-        "! gsutil iam ch serviceAccount:{SERVICE_ACCOUNT}:roles/storage.admin $BUCKET_NAME\n",
+        # Note: Migrating scripts using gsutil iam ch is more complex than get or set. You need to replace the single iam ch command with a series of gcloud storage bucket add-iam-policy-binding and/or gcloud storage bucket remove-iam-policy-binding commands, or replicate the read-modify-write loop.
+        "! gcloud storage buckets add-iam-policy-binding $BUCKET_NAME --member=serviceAccount:{SERVICE_ACCOUNT} --role=roles/storage.admin\n",
         "\n",
         "! gcloud config set project $PROJECT_ID\n",
         "! gcloud projects add-iam-policy-binding --no-user-output-enabled {PROJECT_ID} --member=serviceAccount:{SERVICE_ACCOUNT} --role=\"roles/storage.admin\"\n",
@@ -716,8 +716,7 @@
         "! accelerate launch -m axolotl.cli.train $axolotl_args $local_config_path\n",
         "\n",
         "# @markdown 4. Check the output in the bucket.\n",
-        "! gsutil ls $AXOLOTL_OUTPUT_GCS_URI"
-      ]
+        "! gcloud storage ls $AXOLOTL_OUTPUT_GCS_URI"      ]
     },
     {
       "cell_type": "code",
@@ -855,8 +854,7 @@
         "vertex_ai_config_path = AXOLOTL_CONFIG_PATH\n",
         "# Copy the config file to the bucket.\n",
         "if AXOLOTL_SOURCE == \"LOCAL\":\n",
-        "    ! gsutil -m cp $AXOLOTL_CONFIG_PATH $MODEL_BUCKET/config/\n",
-        "    vertex_ai_config_path = f\"{common_util.gcs_fuse_path(MODEL_BUCKET)}/config/{pathlib.Path(AXOLOTL_CONFIG_PATH).name}\"\n",
+        "    ! gcloud storage cp $AXOLOTL_CONFIG_PATH $MODEL_BUCKET/config/\n",        "    vertex_ai_config_path = f\"{common_util.gcs_fuse_path(MODEL_BUCKET)}/config/{pathlib.Path(AXOLOTL_CONFIG_PATH).name}\"\n",
         "\n",
         "job_name = common_util.get_job_name_with_datetime(\"axolotl-train\")\n",
         "AXOLOTL_OUTPUT_GCS_URI = f\"{BASE_AXOLOTL_OUTPUT_GCS_URI}/{job_name}\"\n",
@@ -1312,8 +1310,7 @@
         "\n",
         "delete_bucket = False  # @param {type:\"boolean\"}\n",
         "if delete_bucket:\n",
-        "    ! gsutil -m rm -r $BUCKET_NAME"
-      ]
+        "    ! gcloud storage rm --recursive $BUCKET_NAME"      ]
     }
   ],
   "metadata": {
diff --git a/notebooks/official/migration/sdk-custom-image-classification-custom-container.ipynb b/notebooks/official/migration/sdk-custom-image-classification-custom-container.ipynb
index 080d2a9eb..67e3cd24d 100644
--- a/notebooks/official/migration/sdk-custom-image-classification-custom-container.ipynb
+++ b/notebooks/official/migration/sdk-custom-image-classification-custom-container.ipynb
@@ -331,8 +331,7 @@
       },
       "outputs": [],
       "source": [
-        "! gsutil mb -l $LOCATION -p $PROJECT_ID $BUCKET_URI"
-      ]
+        "! gcloud storage buckets create --location $LOCATION --project $PROJECT_ID $BUCKET_URI"      ]
     },
     {
       "cell_type": "markdown",
@@ -892,8 +891,7 @@
         "! rm -f custom.tar custom.tar.gz\n",
         "! tar cvf custom.tar custom\n",
         "! gzip custom.tar\n",
-        "! gsutil cp custom.tar.gz $BUCKET_URI/trainer_cifar10.tar.gz"
-      ]
+        "! gcloud storage cp custom.tar.gz $BUCKET_URI/trainer_cifar10.tar.gz"      ]
     },
     {
       "cell_type": "markdown",
@@ -1300,9 +1298,7 @@
       },
       "outputs": [],
       "source": [
-        "! gsutil cp tmp1.jpg $BUCKET_URI/tmp1.jpg\n",
-        "! gsutil cp tmp2.jpg $BUCKET_URI/tmp2.jpg\n",
-        "\n",
+        "! gcloud storage cp tmp1.jpg $BUCKET_URI/tmp1.jpg\n",        "! gcloud storage cp tmp2.jpg $BUCKET_URI/tmp2.jpg\n",        "\n",
         "test_item_1 = BUCKET_URI + \"/tmp1.jpg\"\n",
         "test_item_2 = BUCKET_URI + \"/tmp2.jpg\""
       ]
@@ -1695,8 +1691,7 @@
         "# Delete Cloud Storage objects that were created\n",
         "delete_bucket = False  # Set True for deletion\n",
         "if delete_bucket:\n",
-        "    ! gsutil -m rm -r $BUCKET_URI\n",
-        "\n",
+        "    ! gcloud storage rm --recursive $BUCKET_URI\n",        "\n",
         "# remove the local users and movies avro files\n",
         "! rm -rf custom\n",
         "! rm -f custom.tar.gz\n",
diff --git a/notebooks/official/migration/sdk-custom-image-classification-prebuilt-container.ipynb b/notebooks/official/migration/sdk-custom-image-classification-prebuilt-container.ipynb
index 67cef577b..b5321076a 100644
--- a/notebooks/official/migration/sdk-custom-image-classification-prebuilt-container.ipynb
+++ b/notebooks/official/migration/sdk-custom-image-classification-prebuilt-container.ipynb
@@ -297,8 +297,7 @@
       },
       "outputs": [],
       "source": [
-        "! gsutil mb -l {LOCATION} -p {PROJECT_ID} {BUCKET_URI}"
-      ]
+        "! gcloud storage buckets create --location={LOCATION} --project={PROJECT_ID} {BUCKET_URI}"      ]
     },
     {
       "cell_type": "markdown",
@@ -678,8 +677,7 @@
         "! rm -f custom.tar custom.tar.gz\n",
         "! tar cvf custom.tar custom\n",
         "! gzip custom.tar\n",
-        "! gsutil cp custom.tar.gz $BUCKET_URI/trainer_cifar10.tar.gz"
-      ]
+        "! gcloud storage cp custom.tar.gz $BUCKET_URI/trainer_cifar10.tar.gz"      ]
     },
     {
       "cell_type": "markdown",
@@ -1145,9 +1143,7 @@
       },
       "outputs": [],
       "source": [
-        "! gsutil cp tmp1.jpg $BUCKET_URI/tmp1.jpg\n",
-        "! gsutil cp tmp2.jpg $BUCKET_URI/tmp2.jpg\n",
-        "\n",
+        "! gcloud storage cp tmp1.jpg $BUCKET_URI/tmp1.jpg\n",        "! gcloud storage cp tmp2.jpg $BUCKET_URI/tmp2.jpg\n",        "\n",
         "test_item_1 = BUCKET_URI + \"/tmp1.jpg\"\n",
         "test_item_2 = BUCKET_URI + \"/tmp2.jpg\""
       ]
@@ -1637,8 +1633,7 @@
         "# delete cloud storage bucket\n",
         "delete_bucket = False  # set True for deletion\n",
         "if delete_bucket:\n",
-        "    ! gsutil rm -r $BUCKET_URI"
-      ]
+        "    ! gcloud storage rm --recursive $BUCKET_URI"      ]
     }
   ],
   "metadata": {
diff --git a/notebooks/official/pipelines/rapid_prototyping_bqml_automl.ipynb b/notebooks/official/pipelines/rapid_prototyping_bqml_automl.ipynb
index 05dc087fb..c866ba12c 100644
--- a/notebooks/official/pipelines/rapid_prototyping_bqml_automl.ipynb
+++ b/notebooks/official/pipelines/rapid_prototyping_bqml_automl.ipynb
@@ -394,8 +394,7 @@
       },
       "outputs": [],
       "source": [
-        "! gsutil mb -l {LOCATION} -p {PROJECT_ID} {BUCKET_URI}"
-      ]
+        "! gcloud storage buckets create --location {LOCATION} --project {PROJECT_ID} {BUCKET_URI}"      ]
     },
     {
       "cell_type": "markdown",
@@ -467,10 +466,11 @@
       },
       "outputs": [],
       "source": [
-        "! gsutil iam ch serviceAccount:{SERVICE_ACCOUNT}:roles/storage.objectCreator $BUCKET_URI\n",
-        "\n",
-        "! gsutil iam ch serviceAccount:{SERVICE_ACCOUNT}:roles/storage.objectViewer $BUCKET_URI"
-      ]
+        "# Note: Migrating scripts using gsutil iam ch is more complex than get or set. You need to replace the single iam ch command with a series of gcloud storage bucket add-iam-policy-binding and/or gcloud storage bucket remove-iam-policy-binding commands, or replicate the read-modify-write loop.\n",
+        "# Note: gsutil iam ch does not support modifying IAM policies that contain conditions. gcloud storage commands do support conditions.\n",
+        "! gcloud storage buckets add-iam-policy-binding $BUCKET_URI --member=serviceAccount:{SERVICE_ACCOUNT} --role=roles/storage.objectCreator\n",        "\n",
+        # Note: Migrating scripts using gsutil iam ch is more complex than get or set. You need to replace the single iam ch command with a series of gcloud storage bucket add-iam-policy-binding and/or gcloud storage bucket remove-iam-policy-binding commands, or replicate the read-modify-write loop.
+        ! gcloud storage buckets add-iam-policy-binding $BUCKET_URI --member=serviceAccount:{SERVICE_ACCOUNT} --role=roles/storage.objectViewer      ]
     },
     {
       "cell_type": "markdown",
@@ -602,7 +602,7 @@
       },
       "outputs": [],
       "source": [
-        "! gsutil cp gs://cloud-samples-data/vertex-ai/community-content/datasets/abalone/abalone.data {RAW_INPUT_DATA}"
+        "! gcloud storage cp gs://cloud-samples-data/vertex-ai/community-content/datasets/abalone/abalone.data {RAW_INPUT_DATA}"
       ]
     },
     {
@@ -1611,8 +1611,7 @@
         "# Delete Cloud Storage bucket\n",
         "delete_bucket = True\n",
         "if delete_bucket:\n",
-        "    ! gsutil rm -r $BUCKET_URI\n",
-        "\n",
+        "    ! gcloud storage rm --recursive $BUCKET_URI\n",        "\n",
         "# Delete the pipeline package file\n",
         "! rm PIPELINE_YAML_PKG_PATH"
       ]
diff --git a/notebooks/official/workbench/demand_forecasting/forecasting-retail-demand.ipynb b/notebooks/official/workbench/demand_forecasting/forecasting-retail-demand.ipynb
index e19b593c6..a84984fe2 100644
--- a/notebooks/official/workbench/demand_forecasting/forecasting-retail-demand.ipynb
+++ b/notebooks/official/workbench/demand_forecasting/forecasting-retail-demand.ipynb
@@ -275,8 +275,7 @@
       },
       "outputs": [],
       "source": [
-        "! gsutil mb -l $LOCATION $BUCKET_URI"
-      ]
+        "! gcloud storage buckets create --location=$LOCATION $BUCKET_URI"      ]
     },
     {
       "cell_type": "markdown",
@@ -2237,8 +2236,7 @@
         "# Delete Cloud Storage objects that were created\n",
         "delete_bucket = True  # Set True for deletion\n",
         "if delete_bucket:\n",
-        "    ! gsutil -m rm -r $BUCKET_URI"
-      ]
+        "    ! gcloud storage rm --recursive $BUCKET_URI"      ]
     }
   ],
   "metadata": {