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* Added tags, links to corresponding documentation pages * Fixed line break issue Co-authored-by: Max Reznitskii <reznitskii@google.com> Co-authored-by: Andrew Ferlitsch <aferlitsch@google.com>
3.5 KiB
3.5 KiB
| 1 | tag | notebook | doc |
|---|---|---|---|
| 2 | AutoML, Text data | official/automl/automl-text-classification.ipynb | vertex-ai/docs/text-data/classification/train-model |
| 3 | AutoML, Tabular data | official/automl/sdk_automl_tabular_forecasting_batch.ipynb | vertex-ai/docs/tabular-data/forecasting/tutorials-samples |
| 4 | BigQuery, Vertex AI Workbench | official/workbench/exploratory_data_analysis/explore_data_in_bigquery_with_workbench.ipynb | |
| 5 | BigQuery ML, Vertex AI Model Registry, Batch prediction | official/model-registry/bqml-vertexai-model-registry.ipynb | |
| 6 | BigQuery ML, Vertex AI Model Registry, Online prediction | official/bigquery_ml/bqml-online-prediction.ipynb | |
| 7 | Custom Training | official/custom/sdk-custom-image-classification-batch.ipynb | |
| 8 | Custom Training | official/custom/sdk-custom-image-classification-online.ipynb | |
| 9 | Tabular Data | official/automl/automl_forecasting_bqml_arima_plus_comparison.ipynb | vertex-ai/docs/tabular-data/forecasting-arima/overview |
| 10 | AutoML, Tabular Data | official/automl/automl_tabular_on_vertex_pipelines.ipynb | vertex-ai/docs/tabular-data/tabular-workflows/e2e-automl |
| 11 | Vertex AI Experiments | official/experiments/comparing_pipeline_runs.ipynb | |
| 12 | Vertex AI Experiments | official/experiments/build_model_experimentation_lineage_with_prebuild_code.ipynb | |
| 13 | Vertex AI Experiments | official/experiments/comparing_local_trained_models.ipynb | |
| 14 | Vertex AI Feature Store | official/feature_store/sdk-feature-store.ipynb | |
| 15 | Matching Engine | official/matching_engine/sdk_matching_engine_for_indexing.ipynb | |
| 16 | Model Monitoring | official/model_monitoring/model_monitoring.ipynb | |
| 17 | Vertex AI Pipelines | official/pipelines/lightweight_functions_component_io_kfp.ipynb | |
| 18 | Vertex AI Pipelines Image data | official/pipelines/google_cloud_pipeline_components_automl_images.ipynb | |
| 19 | Vertex AI Pipelines, Tabular data | official/pipelines/automl_tabular_classification_beans.ipynb | |
| 20 | Vertex AI Pipelines, Tabular data | official/pipelines/google_cloud_pipeline_components_automl_tabular.ipynb | |
| 21 | Vertex AI Pipelines, Text data | official/pipelines/google_cloud_pipeline_components_automl_text.ipynb | |
| 22 | Vertex AI Pipelines | official/pipelines/custom_model_training_and_batch_prediction.ipynb | |
| 23 | Vertex AI Pipelines | official/pipelines/google_cloud_pipeline_components_model_train_upload_deploy.ipynb | |
| 24 | Vertex AI Pipelines | official/pipelines/control_flow_kfp.ipynb | |
| 25 | Vertex AI Pipelines | official/pipelines/metrics_viz_run_compare_kfp.ipynb | |
| 26 | Vertex AI Pipelines | official/pipelines/pipelines_intro_kfp.ipynb | |
| 27 | Vertex AI Vizier | official/vizier/gapic-vizier-multi-objective-optimization.ipynb | vertex-ai/docs/vizier/using-vizier |
| 28 | Vertex Explainable AI, Tabular data | official/explainable_ai/sdk_automl_tabular_binary_classification_batch_explain.ipynb | vertex-ai/docs/explainable-ai/overview |
| 29 | Vertex Explainable AI, Tabular data | official/explainable_ai/sdk_automl_tabular_classification_online_explain.ipynb | vertex-ai/docs/explainable-ai/overview |
| 30 | Vertex Explainable AI, Image data | official/explainable_ai/sdk_custom_image_classification_batch_explain.ipynb | vertex-ai/docs/explainable-ai/overview |
| 31 | Vertex Explainable AI, Image data | official/explainable_ai/sdk_custom_image_classification_online_explain.ipynb | vertex-ai/docs/explainable-ai/overview |
| 32 | Vertex Explainable AI, Tabular data | official/explainable_ai/sdk_custom_tabular_regression_batch_explain.ipynb | vertex-ai/docs/explainable-ai/overview |
| 33 | Vertex Explainable AI, Tabular data | official/explainable_ai/sdk_custom_tabular_regression_online_explain.ipynb | vertex-ai/docs/explainable-ai/overview |
| 34 | Vertex ML Metadata | official/ml_metadata/sdk-metric-parameter-tracking-for-custom-jobs.ipynb |