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Andrew Ferlitsch
2023-03-14 13:31:32 -07:00
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tag,notebook,doc
"AutoML, Text data",official/automl/automl-text-classification.ipynb,vertex-ai/docs/text-data/classification/train-model
"AutoML, Text data",official/automl/sdk_automl_text_entity_extraction_online.ipynb,
"AutoML, Text data",official/automl/sdk_automl_text_sentiment_analysis_online.ipynb,
"AutoML, Tabular data",official/automl/sdk_automl_tabular_forecasting_batch.ipynb,vertex-ai/docs/tabular-data/forecasting/tutorials-samples
"AutoML, Tabular Data",official/automl/automl_tabular_on_vertex_pipelines.ipynb,vertex-ai/docs/tabular-data/tabular-workflows/e2e-automl
"AutoML, Tabular Data",official/automl/sdk_automl_tabular_regression_batch_bq.ipynb,
"AutoML, Tabular Data",official/automl/sdk_automl_tabular_regression_batch_bq.ipynb,
"AutoML, Forecasting",official/automl/automl_forecasting_bqml_arima_plus_comparison.ipynb,vertex-ai/docs/tabular-data/forecasting-arima/overview
"AutoML, Forecasting",official/automl/sdk_automl_tabular_forecasting_batch.ipynb,
"AutoML, Image data",official/automl/sdk_automl_text_sentiment_analysis_online.ipynb,
"AutoML, Video data",official/automl/sdk_automl_text_sentiment_analysis_online.ipynb,
"AutoML, Video data",official/automl/sdk_automl_video_classification_batch.ipynb,
"AutoML, Video data",official/automl/sdk_automl_video_object_tracking_batch.ipynb,
"AutoML, Video data",official/sdk/SDK_AutoML_Video_Classification.ipynb,
"BigQuery, Vertex AI Workbench",official/workbench/exploratory_data_analysis/explore_data_in_bigquery_with_workbench.ipynb,
"BigQuery ML, Vertex AI Model Registry, Batch prediction",official/model_registry/bqml_vertexai_model_registry.ipynb,
"BigQuery ML, Vertex AI Model Registry, Online prediction",official/bigquery_ml/bqml-online-prediction.ipynb,
"BigQuery ML",official/structured_data/rapid_prototyping_bqml_automl.ipynb,
Custom Training,official/custom/sdk-custom-image-classification-batch.ipynb,
Custom Training,official/custom/sdk-custom-image-classification-online.ipynb,
Custom Training,official/custom/SDK_Custom_Container_Prediction.ipynb,
"Custom Training, BiqQuery dataset",official/custom/custom-tabular-bq-managed-dataset.ipynb,
"Custom Training, TensorBoard",official/custom/custom-tabular-bq-managed-dataset.ipynb,
"Custom Training, TensorBoard",official/tensorboard/tensorboard_custom_training_with_custom_container.ipynb,
"Custom Training, TensorBoard",official/tensorboard/tensorboard_custom_training_with_prebuilt_container.ipynb
"Custom Training, Managed dataset",official/sdk/SDK_Custom_Training_Python_Package_Managed_Text_Dataset_Tensorflow_Serving_Container.ipynb,
"Custom Training, Distributed",official/training/multi_node_ddp_gloo_vertex_training_with_custom_container.ipynb,
"Custom Training, Distributed",official/training/multi_node_ddp_nccl_vertex_training_with_custom_container.ipynb
Vertex AI Experiments,official/experiments/comparing_pipeline_runs.ipynb,
Vertex AI Experiments,official/experiments/build_model_experimentation_lineage_with_prebuild_code.ipynb,
Vertex AI Experiments,official/experiments/comparing_local_trained_models.ipynb,
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"Vertex Explainable AI, Image data",official/explainable_ai/sdk_custom_image_classification_batch_explain.ipynb,vertex-ai/docs/explainable-ai/overview
"Vertex Explainable AI, Tabular data",official/explainable_ai/sdk_custom_tabular_regression_batch_explain.ipynb,vertex-ai/docs/explainable-ai/overview
"Vertex Explainable AI, Tabular data",official/explainable_ai/sdk_custom_tabular_regression_online_explain.ipynb,vertex-ai/docs/explainable-ai/overview
Vertex ML Metadata,official/ml_metadata/sdk-metric-parameter-tracking-for-custom-jobs.ipynb,
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Vertex AI Feature Store,official/feature_store/sdk-feature-store-pandas.ipynb,
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Vertex ML Metadata,official/ml_metadata/sdk-metric-parameter-tracking-for-custom-jobs.ipynb,
Vertex ML Metadata,official/ml_metadata/sdk-metric-parameter-tracking-for-locally-trained-models.ipynb,
"Vertex ML Metadata, Vertex AI Pipelines",official/ml_metadata/sdk-metric-parameter-tracking-for-locally-trained-models.ipynb,
"Vertex AI Model Evaluation, AutoML",official/model_evaluation/automl_tabular_classification_model_evaluation.ipynb,
"Vertex AI Model Evaluation, AutoML",official/model_evaluation/automl_tabular_regression_model_evaluation.ipynb,
"Vertex AI Model Evaluation, AutoML",official/model_evaluation/automl_text_classification_model_evaluation.ipynb,
"Vertex AI Model Evaluation, AutoML",official/model_evaluation/automl_video_classification_model_evaluation.ipynb,
"Vertex AI Model Evaluation, Custom Training",official/model_evaluation/custom_tabular_regression_model_evaluation.ipynb,
Model Monitoring,official/model_monitoring/model_monitoring.ipynb,
Vertex AI Pipelines,official/pipelines/pipelines_intro_kfp.ipynb,
Vertex AI Pipelines,official/pipelines/control_flow_kfp.ipynb,
Vertex AI Pipelines,official/pipelines/metrics_viz_run_compare_kfp.ipynb,
Vertex AI Pipelines,official/pipelines/lightweight_functions_component_io_kfp.ipynb,
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"Vertex AI Pipelines, Tabular data",official/pipelines/google_cloud_pipeline_components_automl_tabular.ipynb,
"Vertex AI Pipelines, Tabular data",official/pipelines/google_cloud_pipeline_components_dataproc_tabular.ipynb,
"Vertex AI Pipelines, Text data",official/pipelines/google_cloud_pipeline_components_automl_text.ipynb,
"Vertex AI Pipelines, Text data",official/pipelines/google_cloud_pipeline_components_bqml_text.ipynb,
Vertex AI Pipelines,official/pipelines/custom_model_training_and_batch_prediction.ipynb,
Vertex AI Pipelines,official/pipelines/google_cloud_pipeline_components_model_train_upload_deploy.ipynb,
Vertex AI Pipelines,official/pipelines/google_cloud_pipeline_components_model_upload_predict_evaluate.ipynb,
"Vertex AI Training, Reduction Server, PyTorch",official/reduction_server/pytorch_distributed_training_reduction_server.ipynb,
"Tabular Workflows, Vertex AI TabNet",official/tabnet/tabnet_vertex_tutorial.ipynb,
"Tabular Workflows, Vertex AI TabNet, Vertex Explainablee AI",official/tabnet/ai-explanations-tabnet-algorithm.ipynb,
"Tabular Workflows, Vertex AI TabNet, Vertex AI Pipelines",official/tabular_workflows/tabnet_on_vertex_pipelines.ipynb,
"Tabular Workflows, Vertex AI Wide and Deep",official/tabular_workflows/wide_and_deep_on_vertex_pipelines.ipynb,
Vertex AI Vizier,official/vizier/gapic-vizier-multi-objective-optimization.ipynb,vertex-ai/docs/vizier/using-vizier
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