diff --git a/automl/delete_dataset.js b/automl/delete_dataset.js
new file mode 100644
index 0000000000..ba1a17b2ed
--- /dev/null
+++ b/automl/delete_dataset.js
@@ -0,0 +1,53 @@
+// Copyright 2019 Google LLC
+//
+// Licensed under the Apache License, Version 2.0 (the "License");
+// you may not use this file except in compliance with the License.
+// You may obtain a copy of the License at
+//
+//      http://www.apache.org/licenses/LICENSE-2.0
+//
+// Unless required by applicable law or agreed to in writing, software
+// distributed under the License is distributed on an "AS IS" BASIS,
+// WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+// See the License for the specific language governing permissions and
+// limitations under the License.
+
+'use strict';
+
+function main(
+  projectId = 'YOUR_PROJECT_ID',
+  location = 'us-central1',
+  datasetId = 'YOUR_DATASET_ID'
+) {
+  // [START automl_delete_dataset]
+  /**
+   * TODO(developer): Uncomment these variables before running the sample.
+   */
+  // const projectId = 'YOUR_PROJECT_ID';
+  // const location = 'us-central1';
+  // const datasetId = 'YOUR_DATASET_ID';
+
+  // Imports the Google Cloud AutoML library
+  const {AutoMlClient} = require(`@google-cloud/automl`).v1;
+
+  // Instantiates a client
+  const client = new AutoMlClient();
+
+  async function deleteDataset() {
+    // Construct request
+    const request = {
+      name: client.datasetPath(projectId, location, datasetId),
+    };
+
+    const [operation] = await client.deleteDataset(request);
+
+    // Wait for operation to complete.
+    const [response] = await operation.promise();
+    console.log(`Dataset deleted: ${response}`);
+  }
+
+  deleteDataset();
+  // [END automl_delete_dataset]
+}
+
+main(...process.argv.slice(2));
diff --git a/automl/export_dataset.js b/automl/export_dataset.js
new file mode 100644
index 0000000000..d399786b1a
--- /dev/null
+++ b/automl/export_dataset.js
@@ -0,0 +1,59 @@
+// Copyright 2019 Google LLC
+//
+// Licensed under the Apache License, Version 2.0 (the "License");
+// you may not use this file except in compliance with the License.
+// You may obtain a copy of the License at
+//
+//      http://www.apache.org/licenses/LICENSE-2.0
+//
+// Unless required by applicable law or agreed to in writing, software
+// distributed under the License is distributed on an "AS IS" BASIS,
+// WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+// See the License for the specific language governing permissions and
+// limitations under the License.
+
+'use strict';
+
+function main(
+  projectId = 'YOUR_PROJECT_ID',
+  location = 'us-central1',
+  datasetId = 'YOUR_DATASET_ID',
+  gcsUri = 'gs://BUCKET_ID/path_to_export/'
+) {
+  // [START automl_export_dataset]
+  /**
+   * TODO(developer): Uncomment these variables before running the sample.
+   */
+  // const projectId = 'YOUR_PROJECT_ID';
+  // const location = 'us-central1';
+  // const datasetId = 'YOUR_DATASET_ID';
+  // const gcsUri = 'gs://BUCKET_ID/path_to_export/';
+
+  // Imports the Google Cloud AutoML library
+  const {AutoMlClient} = require(`@google-cloud/automl`).v1;
+
+  // Instantiates a client
+  const client = new AutoMlClient();
+
+  async function exportDataset() {
+    // Construct request
+    const request = {
+      name: client.datasetPath(projectId, location, datasetId),
+      outputConfig: {
+        gcsDestination: {
+          outputUriPrefix: gcsUri,
+        },
+      },
+    };
+
+    const [operation] = await client.exportData(request);
+    // Wait for operation to complete.
+    const [response] = await operation.promise();
+    console.log(`Dataset exported: ${response}`);
+  }
+
+  exportDataset();
+  // [END automl_export_dataset]
+}
+
+main(...process.argv.slice(2));
diff --git a/automl/get_dataset.js b/automl/get_dataset.js
new file mode 100644
index 0000000000..a98424ee48
--- /dev/null
+++ b/automl/get_dataset.js
@@ -0,0 +1,119 @@
+// Copyright 2019 Google LLC
+//
+// Licensed under the Apache License, Version 2.0 (the "License");
+// you may not use this file except in compliance with the License.
+// You may obtain a copy of the License at
+//
+//      http://www.apache.org/licenses/LICENSE-2.0
+//
+// Unless required by applicable law or agreed to in writing, software
+// distributed under the License is distributed on an "AS IS" BASIS,
+// WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+// See the License for the specific language governing permissions and
+// limitations under the License.
+
+'use strict';
+
+function main(
+  projectId = 'YOUR_PROJECT_ID',
+  location = 'us-central1',
+  datasetId = 'YOUR_DATASET_ID'
+) {
+  // [START automl_language_entity_extraction_get_dataset]
+  // [START automl_language_sentiment_analysis_get_dataset]
+  // [START automl_language_text_classification_get_dataset]
+  // [START automl_translate_get_dataset]
+  // [START automl_vision_classification_get_dataset]
+  // [START automl_vision_object_detection_get_dataset]
+  /**
+   * TODO(developer): Uncomment these variables before running the sample.
+   */
+  // const projectId = 'YOUR_PROJECT_ID';
+  // const location = 'us-central1';
+  // const datasetId = 'YOUR_DATASET_ID';
+
+  // Imports the Google Cloud AutoML library
+  const {AutoMlClient} = require(`@google-cloud/automl`).v1;
+
+  // Instantiates a client
+  const client = new AutoMlClient();
+
+  async function getDataset() {
+    // Construct request
+    const request = {
+      name: client.datasetPath(projectId, location, datasetId),
+    };
+
+    const [response] = await client.getDataset(request);
+
+    console.log(`Dataset name: ${response.name}`);
+    console.log(
+      `Dataset id: ${
+        response.name.split('/')[response.name.split('/').length - 1]
+      }`
+    );
+    console.log(`Dataset display name: ${response.displayName}`);
+    console.log(`Dataset create time`);
+    console.log(`\tseconds ${response.createTime.seconds}`);
+    console.log(`\tnanos ${response.createTime.nanos / 1e9}`);
+    // [END automl_language_sentiment_analysis_get_dataset]
+    // [END automl_language_text_classification_get_dataset]
+    // [END automl_translate_get_dataset]
+    // [END automl_vision_classification_get_dataset]
+    // [END automl_vision_object_detection_get_dataset]
+    console.log(
+      `Text extraction dataset metadata: ${response.textExtractionDatasetMetadata}`
+    );
+    // [END automl_language_entity_extraction_get_dataset]
+
+    // [START automl_language_sentiment_analysis_get_dataset]
+    console.log(
+      `Text sentiment dataset metadata: ${response.textSentimentDatasetMetadata}`
+    );
+    // [END automl_language_sentiment_analysis_get_dataset]
+
+    // [START automl_language_text_classification_get_dataset]
+    console.log(
+      `Text classification dataset metadata: ${response.textClassificationDatasetMetadata}`
+    );
+    // [END automl_language_text_classification_get_dataset]
+
+    // [START automl_translate_get_dataset]
+    if (response.translationDatasetMetadata !== undefined) {
+      console.log(`Translation dataset metadata:`);
+      console.log(
+        `\tSource language code: ${response.translationDatasetMetadata.sourceLanguageCode}`
+      );
+      console.log(
+        `\tTarget language code: ${response.translationDatasetMetadata.targetLanguageCode}`
+      );
+    }
+    // [END automl_translate_get_dataset]
+
+    // [START automl_vision_classification_get_dataset]
+    console.log(
+      `Image classification dataset metadata: ${response.imageClassificationDatasetMetadata}`
+    );
+    // [END automl_vision_classification_get_dataset]
+
+    // [START automl_vision_object_detection_get_dataset]
+    console.log(
+      `Image object detection dataset metatdata: ${response.imageObjectDetectionDatasetMetatdata}`
+    );
+    // [START automl_language_entity_extraction_get_dataset]
+    // [START automl_language_sentiment_analysis_get_dataset]
+    // [START automl_language_text_classification_get_dataset]
+    // [START automl_translate_get_dataset]
+    // [START automl_vision_classification_get_dataset]
+  }
+
+  getDataset();
+  // [END automl_language_entity_extraction_get_dataset]
+  // [END automl_language_sentiment_analysis_get_dataset]
+  // [END automl_language_text_classification_get_dataset]
+  // [END automl_translate_get_dataset]
+  // [END automl_vision_classification_get_dataset]
+  // [END automl_vision_object_detection_get_dataset]
+}
+
+main(...process.argv.slice(2));
diff --git a/automl/import_dataset.js b/automl/import_dataset.js
new file mode 100644
index 0000000000..f3a00475d6
--- /dev/null
+++ b/automl/import_dataset.js
@@ -0,0 +1,62 @@
+// Copyright 2019 Google LLC
+//
+// Licensed under the Apache License, Version 2.0 (the "License");
+// you may not use this file except in compliance with the License.
+// You may obtain a copy of the License at
+//
+//      http://www.apache.org/licenses/LICENSE-2.0
+//
+// Unless required by applicable law or agreed to in writing, software
+// distributed under the License is distributed on an "AS IS" BASIS,
+// WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+// See the License for the specific language governing permissions and
+// limitations under the License.
+
+'use strict';
+
+function main(
+  projectId = 'YOUR_PROJECT_ID',
+  location = 'us-central1',
+  datasetId = 'YOUR_DISPLAY_ID',
+  path = 'gs://BUCKET_ID/path_to_training_data.csv'
+) {
+  // [START automl_import_dataset]
+  /**
+   * TODO(developer): Uncomment these variables before running the sample.
+   */
+  // const projectId = 'YOUR_PROJECT_ID';
+  // const location = 'us-central1';
+  // const datasetId = 'YOUR_DISPLAY_ID';
+  // const path = 'gs://BUCKET_ID/path_to_training_data.csv';
+
+  // Imports the Google Cloud AutoML library
+  const {AutoMlClient} = require(`@google-cloud/automl`).v1;
+
+  // Instantiates a client
+  const client = new AutoMlClient();
+
+  async function importDataset() {
+    // Construct request
+    const request = {
+      name: client.datasetPath(projectId, location, datasetId),
+      inputConfig: {
+        gcsSource: {
+          inputUris: path.split(','),
+        },
+      },
+    };
+
+    // Import dataset
+    console.log(`Proccessing import`);
+    const [operation] = await client.importData(request);
+
+    // Wait for operation to complete.
+    const [response] = await operation.promise();
+    console.log(`Dataset imported: ${response}`);
+  }
+
+  importDataset();
+  // [END automl_import_dataset]
+}
+
+main(...process.argv.slice(2));
diff --git a/automl/language_entity_extraction_create_dataset.js b/automl/language_entity_extraction_create_dataset.js
index da894cd849..fde5717aa3 100644
--- a/automl/language_entity_extraction_create_dataset.js
+++ b/automl/language_entity_extraction_create_dataset.js
@@ -1,17 +1,16 @@
-/**
- * Copyright 2019 Google LLC
- * Licensed under the Apache License, Version 2.0 (the "License");
- * you may not use this file except in compliance with the License.
- * You may obtain a copy of the License at
- *
- *    http://www.apache.org/licenses/LICENSE-2.0
- *
- * Unless required by applicable law or agreed to in writing, software
- * distributed under the License is distributed on an "AS IS" BASIS,
- * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
- * See the License for the specific language governing permissions and
- * limitations under the License.
- */
+// Copyright 2019 Google LLC
+//
+// Licensed under the Apache License, Version 2.0 (the "License");
+// you may not use this file except in compliance with the License.
+// You may obtain a copy of the License at
+//
+//      http://www.apache.org/licenses/LICENSE-2.0
+//
+// Unless required by applicable law or agreed to in writing, software
+// distributed under the License is distributed on an "AS IS" BASIS,
+// WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+// See the License for the specific language governing permissions and
+// limitations under the License.
 
 'use strict';
 
diff --git a/automl/language_entity_extraction_create_model.js b/automl/language_entity_extraction_create_model.js
index a3b88f3f8e..2f5e6af89d 100644
--- a/automl/language_entity_extraction_create_model.js
+++ b/automl/language_entity_extraction_create_model.js
@@ -1,17 +1,16 @@
-/**
- * Copyright 2019 Google LLC
- * Licensed under the Apache License, Version 2.0 (the "License");
- * you may not use this file except in compliance with the License.
- * You may obtain a copy of the License at
- *
- *    http://www.apache.org/licenses/LICENSE-2.0
- *
- * Unless required by applicable law or agreed to in writing, software
- * distributed under the License is distributed on an "AS IS" BASIS,
- * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
- * See the License for the specific language governing permissions and
- * limitations under the License.
- */
+// Copyright 2019 Google LLC
+//
+// Licensed under the Apache License, Version 2.0 (the "License");
+// you may not use this file except in compliance with the License.
+// You may obtain a copy of the License at
+//
+//      http://www.apache.org/licenses/LICENSE-2.0
+//
+// Unless required by applicable law or agreed to in writing, software
+// distributed under the License is distributed on an "AS IS" BASIS,
+// WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+// See the License for the specific language governing permissions and
+// limitations under the License.
 
 'use strict';
 
diff --git a/automl/language_entity_extraction_predict.js b/automl/language_entity_extraction_predict.js
index fdea47c343..77473e410e 100644
--- a/automl/language_entity_extraction_predict.js
+++ b/automl/language_entity_extraction_predict.js
@@ -1,17 +1,16 @@
-/**
- * Copyright 2019 Google LLC
- * Licensed under the Apache License, Version 2.0 (the "License");
- * you may not use this file except in compliance with the License.
- * You may obtain a copy of the License at
- *
- *    http://www.apache.org/licenses/LICENSE-2.0
- *
- * Unless required by applicable law or agreed to in writing, software
- * distributed under the License is distributed on an "AS IS" BASIS,
- * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
- * See the License for the specific language governing permissions and
- * limitations under the License.
- */
+// Copyright 2019 Google LLC
+//
+// Licensed under the Apache License, Version 2.0 (the "License");
+// you may not use this file except in compliance with the License.
+// You may obtain a copy of the License at
+//
+//      http://www.apache.org/licenses/LICENSE-2.0
+//
+// Unless required by applicable law or agreed to in writing, software
+// distributed under the License is distributed on an "AS IS" BASIS,
+// WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+// See the License for the specific language governing permissions and
+// limitations under the License.
 
 'use strict';
 
diff --git a/automl/list_datasets.js b/automl/list_datasets.js
new file mode 100644
index 0000000000..91d5a16b68
--- /dev/null
+++ b/automl/list_datasets.js
@@ -0,0 +1,118 @@
+// Copyright 2019 Google LLC
+//
+// Licensed under the Apache License, Version 2.0 (the "License");
+// you may not use this file except in compliance with the License.
+// You may obtain a copy of the License at
+//
+//      http://www.apache.org/licenses/LICENSE-2.0
+//
+// Unless required by applicable law or agreed to in writing, software
+// distributed under the License is distributed on an "AS IS" BASIS,
+// WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+// See the License for the specific language governing permissions and
+// limitations under the License.
+
+'use strict';
+
+function main(projectId = 'YOUR_PROJECT_ID', location = 'us-central1') {
+  // [START automl_language_entity_extraction_list_datasets]
+  // [START automl_language_sentiment_analysis_list_datasets]
+  // [START automl_language_text_classification_list_datasets]
+  // [START automl_translate_list_datasets]
+  // [START automl_vision_classification_list_datasets]
+  // [START automl_vision_object_detection_list_datasets]
+  /**
+   * TODO(developer): Uncomment these variables before running the sample.
+   */
+  // const projectId = 'YOUR_PROJECT_ID';
+  // const location = 'us-central1';
+
+  // Imports the Google Cloud AutoML library
+  const {AutoMlClient} = require(`@google-cloud/automl`).v1;
+
+  // Instantiates a client
+  const client = new AutoMlClient();
+
+  async function listDatasets() {
+    // Construct request
+    const request = {
+      parent: client.locationPath(projectId, location),
+      filter: 'translation_dataset_metadata:*',
+    };
+
+    const [response] = await client.listDatasets(request);
+
+    console.log(`List of datasets:`);
+    for (const dataset of response) {
+      console.log(`Dataset name: ${dataset.name}`);
+      console.log(
+        `Dataset id: ${
+          dataset.name.split('/')[dataset.name.split('/').length - 1]
+        }`
+      );
+      console.log(`Dataset display name: ${dataset.displayName}`);
+      console.log(`Dataset create time`);
+      console.log(`\tseconds ${dataset.createTime.seconds}`);
+      console.log(`\tnanos ${dataset.createTime.nanos / 1e9}`);
+      // [END automl_language_sentiment_analysis_list_datasets]
+      // [END automl_language_text_classification_list_datasets]
+      // [END automl_translate_list_datasets]
+      // [END automl_vision_classification_list_datasets]
+      // [END automl_vision_object_detection_list_datasets]
+      console.log(
+        `Text extraction dataset metadata: ${dataset.textExtractionDatasetMetadata}`
+      );
+      // [END automl_language_entity_extraction_list_datasets]
+
+      // [START automl_language_sentiment_analysis_list_datasets]
+      console.log(
+        `Text sentiment dataset metadata: ${dataset.textSentimentDatasetMetadata}`
+      );
+      // [END automl_language_sentiment_analysis_list_datasets]
+
+      // [START automl_language_text_classification_list_datasets]
+      console.log(
+        `Text classification dataset metadata: ${dataset.textClassificationDatasetMetadata}`
+      );
+      // [END automl_language_text_classification_list_datasets]
+
+      // [START automl_translate_list_datasets]
+      if (dataset.translationDatasetMetadata !== undefined) {
+        console.log(`Translation dataset metadata:`);
+        console.log(
+          `\tSource language code: ${dataset.translationDatasetMetadata.sourceLanguageCode}`
+        );
+        console.log(
+          `\tTarget language code: ${dataset.translationDatasetMetadata.targetLanguageCode}`
+        );
+      }
+      // [END automl_translate_list_datasets]
+
+      // [START automl_vision_classification_list_datasets]
+      console.log(
+        `Image classification dataset metadata: ${dataset.imageClassificationDatasetMetadata}`
+      );
+      // [END automl_vision_classification_list_datasets]
+
+      // [START automl_vision_object_detection_list_datasets]
+      console.log(
+        `Image object detection dataset metatdata: ${dataset.imageObjectDetectionDatasetMetatdata}`
+      );
+      // [START automl_language_entity_extraction_list_datasets]
+      // [START automl_language_sentiment_analysis_list_datasets]
+      // [START automl_language_text_classification_list_datasets]
+      // [START automl_translate_list_datasets]
+      // [START automl_vision_classification_list_datasets]
+    }
+  }
+
+  listDatasets();
+  // [END automl_language_entity_extraction_list_datasets]
+  // [END automl_language_sentiment_analysis_list_datasets]
+  // [END automl_language_text_classification_list_datasets]
+  // [END automl_translate_list_datasets]
+  // [END automl_vision_classification_list_datasets]
+  // [END automl_vision_object_detection_list_datasets]
+}
+
+main(...process.argv.slice(2));
diff --git a/automl/test/delete_dataset.test.js b/automl/test/delete_dataset.test.js
new file mode 100644
index 0000000000..057cfb29ac
--- /dev/null
+++ b/automl/test/delete_dataset.test.js
@@ -0,0 +1,63 @@
+// Copyright 2019 Google LLC
+//
+// Licensed under the Apache License, Version 2.0 (the "License");
+// you may not use this file except in compliance with the License.
+// You may obtain a copy of the License at
+//
+//      http://www.apache.org/licenses/LICENSE-2.0
+//
+// Unless required by applicable law or agreed to in writing, software
+// distributed under the License is distributed on an "AS IS" BASIS,
+// WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+// See the License for the specific language governing permissions and
+// limitations under the License.
+
+'use strict';
+
+const {assert} = require('chai');
+const {AutoMlClient} = require('@google-cloud/automl').v1;
+
+const cp = require('child_process');
+const uuid = require('uuid');
+
+const execSync = cmd => cp.execSync(cmd, {encoding: 'utf-8'});
+
+const DELETE_DATASET_REGION_TAG = 'delete_dataset';
+const LOCATION = 'us-central1';
+
+describe('Automl Translate Delete Dataset Tests', () => {
+  const client = new AutoMlClient();
+  let datasetId;
+
+  before('should create a dataset', async () => {
+    const projectId = await client.getProjectId();
+    const displayName = `test_${uuid
+      .v4()
+      .replace(/-/g, '_')
+      .substring(0, 26)}`;
+    const request = {
+      parent: client.locationPath(projectId, LOCATION),
+      dataset: {
+        displayName: displayName,
+        translationDatasetMetadata: {
+          sourceLanguageCode: 'en',
+          targetLanguageCode: 'ja',
+        },
+      },
+    };
+    const [operation] = await client.createDataset(request);
+    const [response] = await operation.promise();
+    datasetId = response.name
+      .split('/')
+      [response.name.split('/').length - 1].split('\n')[0];
+  });
+
+  it('should delete a dataset', async () => {
+    const projectId = await client.getProjectId();
+    // delete
+    const delete_output = execSync(
+      `node ${DELETE_DATASET_REGION_TAG}.js ${projectId} ${LOCATION} ${datasetId}`
+    );
+    assert.match(delete_output, /Dataset deleted/);
+  });
+});
diff --git a/automl/test/export_dataset.test.js b/automl/test/export_dataset.test.js
new file mode 100644
index 0000000000..7cc956ce9f
--- /dev/null
+++ b/automl/test/export_dataset.test.js
@@ -0,0 +1,62 @@
+// Copyright 2019 Google LLC
+//
+// Licensed under the Apache License, Version 2.0 (the "License");
+// you may not use this file except in compliance with the License.
+// You may obtain a copy of the License at
+//
+//      http://www.apache.org/licenses/LICENSE-2.0
+//
+// Unless required by applicable law or agreed to in writing, software
+// distributed under the License is distributed on an "AS IS" BASIS,
+// WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+// See the License for the specific language governing permissions and
+// limitations under the License.
+
+'use strict';
+
+const {assert} = require('chai');
+const {AutoMlClient} = require('@google-cloud/automl').v1;
+const {Storage} = require('@google-cloud/storage');
+
+const cp = require('child_process');
+
+const execSync = cmd => cp.execSync(cmd, {encoding: 'utf-8'});
+
+const DATASET_ID = 'TRL8522556519449886720';
+const EXPORT_DATASET_REGION_TAG = 'export_dataset';
+const LOCATION = 'us-central1';
+
+describe('Automl Translate Dataset Tests', () => {
+  const client = new AutoMlClient();
+  const prefix = 'TEST_EXPORT_OUTPUT';
+
+  it('should export a datset', async () => {
+    const projectId = await client.getProjectId();
+    const bucketName = `${projectId}-automl-translate`;
+    const export_output = execSync(
+      `node ${EXPORT_DATASET_REGION_TAG}.js ${projectId} ${LOCATION} ${DATASET_ID} gs://${bucketName}/${prefix}/`
+    );
+
+    assert.match(export_output, /Dataset exported/);
+  });
+
+  after('delete created files', async () => {
+    const projectId = await client.getProjectId();
+    const bucketName = `${projectId}-automl-translate`;
+
+    const storageClient = new Storage();
+    const options = {
+      prefix: prefix,
+    };
+    const [files] = await storageClient
+      .bucket(`gs://${bucketName}`)
+      .getFiles(options);
+
+    for (const file of files) {
+      await storageClient
+        .bucket(`gs://${bucketName}`)
+        .file(file.name)
+        .delete();
+    }
+  });
+});
diff --git a/automl/test/get_dataset.test.js b/automl/test/get_dataset.test.js
new file mode 100644
index 0000000000..f9d1dff5ce
--- /dev/null
+++ b/automl/test/get_dataset.test.js
@@ -0,0 +1,39 @@
+// Copyright 2019 Google LLC
+//
+// Licensed under the Apache License, Version 2.0 (the "License");
+// you may not use this file except in compliance with the License.
+// You may obtain a copy of the License at
+//
+//      http://www.apache.org/licenses/LICENSE-2.0
+//
+// Unless required by applicable law or agreed to in writing, software
+// distributed under the License is distributed on an "AS IS" BASIS,
+// WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+// See the License for the specific language governing permissions and
+// limitations under the License.
+
+'use strict';
+
+const {assert} = require('chai');
+const {AutoMlClient} = require('@google-cloud/automl').v1;
+
+const cp = require('child_process');
+
+const execSync = cmd => cp.execSync(cmd, {encoding: 'utf-8'});
+
+const GET_DATASET_REGION_TAG = 'get_dataset';
+const DATASET_ID = 'TRL8522556519449886720';
+const LOCATION = 'us-central1';
+
+describe('Automl Get Dataset Tests', () => {
+  const client = new AutoMlClient();
+
+  it('should get a dataset', async () => {
+    const projectId = await client.getProjectId();
+    const get_output = execSync(
+      `node ${GET_DATASET_REGION_TAG}.js ${projectId} ${LOCATION} ${DATASET_ID}`
+    );
+
+    assert.match(get_output, /Dataset id/);
+  });
+});
diff --git a/automl/test/import_dataset.test.js b/automl/test/import_dataset.test.js
new file mode 100644
index 0000000000..70aad765ea
--- /dev/null
+++ b/automl/test/import_dataset.test.js
@@ -0,0 +1,72 @@
+// Copyright 2019 Google LLC
+//
+// Licensed under the Apache License, Version 2.0 (the "License");
+// you may not use this file except in compliance with the License.
+// You may obtain a copy of the License at
+//
+//      http://www.apache.org/licenses/LICENSE-2.0
+//
+// Unless required by applicable law or agreed to in writing, software
+// distributed under the License is distributed on an "AS IS" BASIS,
+// WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+// See the License for the specific language governing permissions and
+// limitations under the License.
+
+'use strict';
+
+const {assert} = require('chai');
+const {AutoMlClient} = require('@google-cloud/automl').v1;
+
+const cp = require('child_process');
+const uuid = require('uuid');
+
+const execSync = cmd => cp.execSync(cmd, {encoding: 'utf-8'});
+
+const IMPORT_DATASET_REGION_TAG = 'import_dataset';
+const LOCATION = 'us-central1';
+
+describe('Automl Import Dataset Test', () => {
+  const client = new AutoMlClient();
+  let datasetId;
+
+  before('should create a dataset', async () => {
+    const projectId = await client.getProjectId();
+    const displayName = `test_${uuid
+      .v4()
+      .replace(/-/g, '_')
+      .substring(0, 26)}`;
+    const request = {
+      parent: client.locationPath(projectId, LOCATION),
+      dataset: {
+        displayName: displayName,
+        translationDatasetMetadata: {
+          sourceLanguageCode: 'en',
+          targetLanguageCode: 'ja',
+        },
+      },
+    };
+    const [operation] = await client.createDataset(request);
+    const [response] = await operation.promise();
+    datasetId = response.name
+      .split('/')
+      [response.name.split('/').length - 1].split('\n')[0];
+  });
+
+  it('should create, import, and delete a dataset', async () => {
+    const projectId = await client.getProjectId();
+    const data = `gs://${projectId}-automl-translate/en-ja-short.csv`;
+    const import_output = execSync(
+      `node ${IMPORT_DATASET_REGION_TAG}.js ${projectId} ${LOCATION} ${datasetId} ${data}`
+    );
+    assert.match(import_output, /Dataset imported/);
+  });
+
+  after('delete created dataset', async () => {
+    const projectId = await client.getProjectId();
+    const request = {
+      name: client.datasetPath(projectId, LOCATION, datasetId),
+    };
+    const [operation] = await client.deleteDataset(request);
+    await operation.promise();
+  });
+});
diff --git a/automl/test/language_entity_extraction_create_dataset.test.js b/automl/test/language_entity_extraction_create_dataset.test.js
index 8b6bbc4070..ff90eac131 100644
--- a/automl/test/language_entity_extraction_create_dataset.test.js
+++ b/automl/test/language_entity_extraction_create_dataset.test.js
@@ -1,17 +1,16 @@
-/**
- * Copyright 2019 Google LLC
- * Licensed under the Apache License, Version 2.0 (the "License");
- * you may not use this file except in compliance with the License.
- * You may obtain a copy of the License at
- *
- *    http://www.apache.org/licenses/LICENSE-2.0
- *
- * Unless required by applicable law or agreed to in writing, software
- * distributed under the License is distributed on an "AS IS" BASIS,
- * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
- * See the License for the specific language governing permissions and
- * limitations under the License.
- */
+// Copyright 2019 Google LLC
+//
+// Licensed under the Apache License, Version 2.0 (the "License");
+// you may not use this file except in compliance with the License.
+// You may obtain a copy of the License at
+//
+//      http://www.apache.org/licenses/LICENSE-2.0
+//
+// Unless required by applicable law or agreed to in writing, software
+// distributed under the License is distributed on an "AS IS" BASIS,
+// WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+// See the License for the specific language governing permissions and
+// limitations under the License.
 
 'use strict';
 
diff --git a/automl/test/language_entity_extraction_create_model.test.js b/automl/test/language_entity_extraction_create_model.test.js
index 60e448ef9e..08ba95a371 100644
--- a/automl/test/language_entity_extraction_create_model.test.js
+++ b/automl/test/language_entity_extraction_create_model.test.js
@@ -1,17 +1,16 @@
-/**
- * Copyright 2019 Google LLC
- * Licensed under the Apache License, Version 2.0 (the "License");
- * you may not use this file except in compliance with the License.
- * You may obtain a copy of the License at
- *
- *    http://www.apache.org/licenses/LICENSE-2.0
- *
- * Unless required by applicable law or agreed to in writing, software
- * distributed under the License is distributed on an "AS IS" BASIS,
- * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
- * See the License for the specific language governing permissions and
- * limitations under the License.
- */
+// Copyright 2019 Google LLC
+//
+// Licensed under the Apache License, Version 2.0 (the "License");
+// you may not use this file except in compliance with the License.
+// You may obtain a copy of the License at
+//
+//      http://www.apache.org/licenses/LICENSE-2.0
+//
+// Unless required by applicable law or agreed to in writing, software
+// distributed under the License is distributed on an "AS IS" BASIS,
+// WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+// See the License for the specific language governing permissions and
+// limitations under the License.
 
 'use strict';
 
diff --git a/automl/test/language_entity_extraction_predict.test.js b/automl/test/language_entity_extraction_predict.test.js
index fb44939646..7b8a71a1ef 100644
--- a/automl/test/language_entity_extraction_predict.test.js
+++ b/automl/test/language_entity_extraction_predict.test.js
@@ -1,17 +1,16 @@
-/**
- * Copyright 2019 Google LLC
- * Licensed under the Apache License, Version 2.0 (the "License");
- * you may not use this file except in compliance with the License.
- * You may obtain a copy of the License at
- *
- *    http://www.apache.org/licenses/LICENSE-2.0
- *
- * Unless required by applicable law or agreed to in writing, software
- * distributed under the License is distributed on an "AS IS" BASIS,
- * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
- * See the License for the specific language governing permissions and
- * limitations under the License.
- */
+// Copyright 2019 Google LLC
+//
+// Licensed under the Apache License, Version 2.0 (the "License");
+// you may not use this file except in compliance with the License.
+// You may obtain a copy of the License at
+//
+//      http://www.apache.org/licenses/LICENSE-2.0
+//
+// Unless required by applicable law or agreed to in writing, software
+// distributed under the License is distributed on an "AS IS" BASIS,
+// WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+// See the License for the specific language governing permissions and
+// limitations under the License.
 
 'use strict';
 
diff --git a/automl/test/list_datasets.test.js b/automl/test/list_datasets.test.js
new file mode 100644
index 0000000000..0164f7eed9
--- /dev/null
+++ b/automl/test/list_datasets.test.js
@@ -0,0 +1,38 @@
+// Copyright 2019 Google LLC
+//
+// Licensed under the Apache License, Version 2.0 (the "License");
+// you may not use this file except in compliance with the License.
+// You may obtain a copy of the License at
+//
+//      http://www.apache.org/licenses/LICENSE-2.0
+//
+// Unless required by applicable law or agreed to in writing, software
+// distributed under the License is distributed on an "AS IS" BASIS,
+// WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+// See the License for the specific language governing permissions and
+// limitations under the License.
+
+'use strict';
+
+const {assert} = require('chai');
+const {AutoMlClient} = require('@google-cloud/automl').v1;
+
+const cp = require('child_process');
+
+const execSync = cmd => cp.execSync(cmd, {encoding: 'utf-8'});
+
+const LIST_DATASET_REGION_TAG = 'list_datasets';
+const LOCATION = 'us-central1';
+
+describe('Automl List Dataset Tests', () => {
+  const client = new AutoMlClient();
+
+  it('should list datasets', async () => {
+    const projectId = await client.getProjectId();
+    const list_output = execSync(
+      `node ${LIST_DATASET_REGION_TAG}.js ${projectId} ${LOCATION}`
+    );
+
+    assert.match(list_output, /Dataset id/);
+  });
+});