model_garden/notebooks/official.csv

1	tag	notebook	doc
2	AutoML, Text data	official/automl/automl-text-classification.ipynb	vertex-ai/docs/text-data/classification/train-model
3	AutoML, Text data	official/automl/sdk_automl_text_entity_extraction_online.ipynb
4	AutoML, Text data	official/automl/sdk_automl_text_sentiment_analysis_online.ipynb
5	AutoML, Tabular data	official/automl/sdk_automl_tabular_forecasting_batch.ipynb	vertex-ai/docs/tabular-data/forecasting/tutorials-samples
6	AutoML, Tabular Data	official/automl/automl_tabular_on_vertex_pipelines.ipynb	vertex-ai/docs/tabular-data/tabular-workflows/e2e-automl
7	AutoML, Tabular Data	official/automl/sdk_automl_tabular_regression_batch_bq.ipynb
8	AutoML, Tabular Data	official/automl/sdk_automl_tabular_regression_batch_bq.ipynb
9	AutoML, Forecasting	official/automl/automl_forecasting_bqml_arima_plus_comparison.ipynb	vertex-ai/docs/tabular-data/forecasting-arima/overview
10	AutoML, Forecasting	official/automl/sdk_automl_tabular_forecasting_batch.ipynb
11	AutoML, Image data	official/automl/sdk_automl_text_sentiment_analysis_online.ipynb
12	AutoML, Video data	official/automl/sdk_automl_text_sentiment_analysis_online.ipynb
13	AutoML, Video data	official/automl/sdk_automl_video_classification_batch.ipynb
14	AutoML, Video data	official/automl/sdk_automl_video_object_tracking_batch.ipynb
15	AutoML, Video data	official/sdk/SDK_AutoML_Video_Classification.ipynb
16	BigQuery, Vertex AI Workbench	official/workbench/exploratory_data_analysis/explore_data_in_bigquery_with_workbench.ipynb
17	BigQuery ML, Vertex AI Model Registry, Batch prediction	official/model_registry/bqml_vertexai_model_registry.ipynb
18	BigQuery ML, Vertex AI Model Registry, Online prediction	official/bigquery_ml/bqml-online-prediction.ipynb
19	BigQuery ML	official/structured_data/rapid_prototyping_bqml_automl.ipynb
20	Custom Training	official/custom/sdk-custom-image-classification-batch.ipynb
21	Custom Training	official/custom/sdk-custom-image-classification-online.ipynb
22	Custom Training	official/custom/SDK_Custom_Container_Prediction.ipynb
23	Custom Training, BiqQuery dataset	official/custom/custom-tabular-bq-managed-dataset.ipynb
24	Custom Training, TensorBoard	official/custom/custom-tabular-bq-managed-dataset.ipynb
25	Custom Training, TensorBoard	official/tensorboard/tensorboard_custom_training_with_custom_container.ipynb
26	Custom Training, TensorBoard	official/tensorboard/tensorboard_custom_training_with_prebuilt_container.ipynb
27	Custom Training, Managed dataset	official/sdk/SDK_Custom_Training_Python_Package_Managed_Text_Dataset_Tensorflow_Serving_Container.ipynb
28	Custom Training, Distributed	official/training/multi_node_ddp_gloo_vertex_training_with_custom_container.ipynb
29	Custom Training, Distributed	official/training/multi_node_ddp_nccl_vertex_training_with_custom_container.ipynb
30	Vertex AI Experiments	official/experiments/comparing_pipeline_runs.ipynb
31	Vertex AI Experiments	official/experiments/build_model_experimentation_lineage_with_prebuild_code.ipynb
32	Vertex AI Experiments	official/experiments/comparing_local_trained_models.ipynb
33	Vertex Explainable AI, Tabular data	official/explainable_ai/sdk_automl_tabular_binary_classification_batch_explain.ipynb	vertex-ai/docs/explainable-ai/overview
34	Vertex Explainable AI, Tabular data	official/explainable_ai/sdk_automl_tabular_classification_online_explain.ipynb	vertex-ai/docs/explainable-ai/overview
35	Vertex Explainable AI, Image data	official/explainable_ai/sdk_custom_image_classification_batch_explain.ipynb	vertex-ai/docs/explainable-ai/overview
36	Vertex Explainable AI, Tabular data	official/explainable_ai/sdk_custom_tabular_regression_batch_explain.ipynb	vertex-ai/docs/explainable-ai/overview
37	Vertex Explainable AI, Tabular data	official/explainable_ai/sdk_custom_tabular_regression_online_explain.ipynb	vertex-ai/docs/explainable-ai/overview
38	Vertex ML Metadata	official/ml_metadata/sdk-metric-parameter-tracking-for-custom-jobs.ipynb
39	Vertex Explainable AI, Image data	official/explainable_ai/sdk_custom_image_classification_online_explain.ipynb	vertex-ai/docs/explainable-ai/overview
40	Vertex AI Feature Store	official/feature_store/sdk-feature-store.ipynb
41	Vertex AI Feature Store	official/feature_store/sdk-feature-store-pandas.ipynb
42	Vertex AI Matching Engine	official/matching_engine/sdk_matching_engine_for_indexing.ipynb
43	Vertex ML Metadata	official/ml_metadata/sdk-metric-parameter-tracking-for-custom-jobs.ipynb
44	Vertex ML Metadata	official/ml_metadata/sdk-metric-parameter-tracking-for-locally-trained-models.ipynb
45	Vertex ML Metadata, Vertex AI Pipelines	official/ml_metadata/sdk-metric-parameter-tracking-for-locally-trained-models.ipynb
46	Vertex AI Model Evaluation, AutoML	official/model_evaluation/automl_tabular_classification_model_evaluation.ipynb
47	Vertex AI Model Evaluation, AutoML	official/model_evaluation/automl_tabular_regression_model_evaluation.ipynb
48	Vertex AI Model Evaluation, AutoML	official/model_evaluation/automl_text_classification_model_evaluation.ipynb
49	Vertex AI Model Evaluation, AutoML	official/model_evaluation/automl_video_classification_model_evaluation.ipynb
50	Vertex AI Model Evaluation, Custom Training	official/model_evaluation/custom_tabular_regression_model_evaluation.ipynb
51	Model Monitoring	official/model_monitoring/model_monitoring.ipynb
52	Vertex AI Pipelines	official/pipelines/pipelines_intro_kfp.ipynb
53	Vertex AI Pipelines	official/pipelines/control_flow_kfp.ipynb
54	Vertex AI Pipelines	official/pipelines/metrics_viz_run_compare_kfp.ipynb
55	Vertex AI Pipelines	official/pipelines/lightweight_functions_component_io_kfp.ipynb
56	Vertex AI Pipelines Image data	official/pipelines/google_cloud_pipeline_components_automl_images.ipynb
57	Vertex AI Pipelines, Tabular data	official/pipelines/automl_tabular_classification_beans.ipynb
58	Vertex AI Pipelines, Tabular data	official/pipelines/google_cloud_pipeline_components_automl_tabular.ipynb
59	Vertex AI Pipelines, Tabular data	official/pipelines/google_cloud_pipeline_components_dataproc_tabular.ipynb
60	Vertex AI Pipelines, Text data	official/pipelines/google_cloud_pipeline_components_automl_text.ipynb
61	Vertex AI Pipelines, Text data	official/pipelines/google_cloud_pipeline_components_bqml_text.ipynb
62	Vertex AI Pipelines	official/pipelines/custom_model_training_and_batch_prediction.ipynb
63	Vertex AI Pipelines	official/pipelines/google_cloud_pipeline_components_model_train_upload_deploy.ipynb
64	Vertex AI Pipelines	official/pipelines/google_cloud_pipeline_components_model_upload_predict_evaluate.ipynb
65	Vertex AI Training, Reduction Server, PyTorch	official/reduction_server/pytorch_distributed_training_reduction_server.ipynb
66	Tabular Workflows, Vertex AI TabNet	official/tabnet/tabnet_vertex_tutorial.ipynb
67	Tabular Workflows, Vertex AI TabNet, Vertex Explainablee AI	official/tabnet/ai-explanations-tabnet-algorithm.ipynb
68	Tabular Workflows, Vertex AI TabNet, Vertex AI Pipelines	official/tabular_workflows/tabnet_on_vertex_pipelines.ipynb
69	Tabular Workflows, Vertex AI Wide and Deep	official/tabular_workflows/wide_and_deep_on_vertex_pipelines.ipynb
70	Vertex AI Vizier	official/vizier/gapic-vizier-multi-objective-optimization.ipynb	vertex-ai/docs/vizier/using-vizier