Path	Lines of Code
self-paced-labs/ai-platform-qwikstart/ai_platform_qwik_start.ipynb	1115
self-paced-labs/cloud-hero/authenticating-users/app.yaml	1
self-paced-labs/cloud-hero/authenticating-users/main.py	54
self-paced-labs/cloud-hero/background/app/app.yaml	1
self-paced-labs/cloud-hero/background/app/main.py	37
self-paced-labs/cloud-hero/background/app/templates/index.html	126
self-paced-labs/cloud-hero/background/function/main.py	34
self-paced-labs/cloud-hero/noxfile.py	41
self-paced-labs/cloud-hero/optional-kubernetes-engine/bookshelf-frontend.yaml	24
self-paced-labs/cloud-hero/optional-kubernetes-engine/bookshelf-service.yaml	15
self-paced-labs/cloud-hero/optional-kubernetes-engine/bookshelf-worker.yaml	21
self-paced-labs/cloud-hero/optional-kubernetes-engine/bookshelf/__init__.py	67
self-paced-labs/cloud-hero/optional-kubernetes-engine/bookshelf/crud.py	74
self-paced-labs/cloud-hero/optional-kubernetes-engine/bookshelf/model_cloudsql.py	71
self-paced-labs/cloud-hero/optional-kubernetes-engine/bookshelf/model_datastore.py	61
self-paced-labs/cloud-hero/optional-kubernetes-engine/bookshelf/model_mongodb.py	41
self-paced-labs/cloud-hero/optional-kubernetes-engine/bookshelf/storage.py	33
self-paced-labs/cloud-hero/optional-kubernetes-engine/bookshelf/tasks.py	59
self-paced-labs/cloud-hero/optional-kubernetes-engine/bookshelf/templates/base.html	40
self-paced-labs/cloud-hero/optional-kubernetes-engine/bookshelf/templates/form.html	54
self-paced-labs/cloud-hero/optional-kubernetes-engine/bookshelf/templates/list.html	49
self-paced-labs/cloud-hero/optional-kubernetes-engine/bookshelf/templates/view.html	47
self-paced-labs/cloud-hero/optional-kubernetes-engine/config.py	28
self-paced-labs/cloud-hero/optional-kubernetes-engine/main.py	7
self-paced-labs/cloud-hero/sessions/app.yaml	1
self-paced-labs/cloud-hero/sessions/main.py	45
self-paced-labs/cloud-iot-core/cloudiot_mqtt_example.py	112
self-paced-labs/cloud-iot-core/labinfra/qwiklabs.jinja	36
self-paced-labs/cloud-iot-core/labinfra/qwiklabs_test_config.yaml	13
self-paced-labs/cloud-run/canary/app.py	8
self-paced-labs/cloud-run/canary/branch-cloudbuild.yaml	24
self-paced-labs/cloud-run/canary/master-cloudbuild.yaml	38
self-paced-labs/cloud-run/canary/tag-cloudbuild.yaml	20
self-paced-labs/custom-extension/babel.config.js	35
self-paced-labs/custom-extension/src/App.js	11
self-paced-labs/custom-extension/src/CustomExtension.js	116
self-paced-labs/custom-extension/src/index.js	8
self-paced-labs/gemini/inspect_rich_documents_w_gemini_multimodality_and_multimodal_rag.ipynb	1516
self-paced-labs/genai/housing_question_answering.ipynb	1143
self-paced-labs/genai/housing_text_summarization.ipynb	548
self-paced-labs/looker-block/block-weather/dashboards/weather_highlights.dashboard.lookml	274
self-paced-labs/looker-block/block-weather/dashboards/weather_summary.dashboard.lookml	674
self-paced-labs/near-realtime-looker/main.py	40
self-paced-labs/private-embedded-looker/frontend/src/app/app-routing.module.ts	8
self-paced-labs/private-embedded-looker/frontend/src/app/app.component.css	1
self-paced-labs/private-embedded-looker/frontend/src/app/app.component.html	111
self-paced-labs/private-embedded-looker/frontend/src/app/app.component.ts	9
self-paced-labs/private-embedded-looker/frontend/src/app/app.module.ts	16
self-paced-labs/private-embedded-looker/frontend/src/index.html	13
self-paced-labs/private-embedded-looker/frontend/src/main.ts	4
self-paced-labs/private-embedded-looker/frontend/src/styles.css	1
self-paced-labs/sensor-sim/sendData.py	23
self-paced-labs/tensorflow-2.x/census/hptuning_config.yaml	17
self-paced-labs/tensorflow-2.x/census/trainer/__init__.py	1
self-paced-labs/tensorflow-2.x/census/trainer/model.py	30
self-paced-labs/tensorflow-2.x/census/trainer/task.py	78
self-paced-labs/tensorflow-2.x/census/trainer/util.py	117
self-paced-labs/tensorflow-2.x/synthetic_features_and_outliers.ipynb	588
self-paced-labs/tensorflow-2.x/synthetic_features_and_outliers_solution.ipynb	563
self-paced-labs/tfx/tfx-ai-platform/labs/lab_exercise.ipynb	548
self-paced-labs/tfx/tfx-ai-platform/labs/pipeline/config.py	14
self-paced-labs/tfx/tfx-ai-platform/labs/pipeline/features.py	15
self-paced-labs/tfx/tfx-ai-platform/labs/pipeline/model.py	190
self-paced-labs/tfx/tfx-ai-platform/labs/pipeline/pipeline.py	147
self-paced-labs/tfx/tfx-ai-platform/labs/pipeline/preprocessing.py	21
self-paced-labs/tfx/tfx-ai-platform/labs/pipeline/runner.py	62
self-paced-labs/tfx/tfx-vertex/vertex_pipelines_simple.ipynb	695
self-paced-labs/vertex-ai/train-deploy-tf-model/lab_exercise.ipynb	1062
self-paced-labs/vertex-ai/train-deploy-tf-model/lab_exercise_long.ipynb	1931
self-paced-labs/vertex-ai/train-deploy-tf-model/online-retail-clv-3M/cloudbuild.yaml	5
self-paced-labs/vertex-ai/train-deploy-tf-model/online-retail-clv-3M/trainer/__init__.py	1
self-paced-labs/vertex-ai/train-deploy-tf-model/online-retail-clv-3M/trainer/model.py	91
self-paced-labs/vertex-ai/train-deploy-tf-model/online-retail-clv-3M/trainer/task.py	28
self-paced-labs/vertex-ai/train-deploy-tf-model/utils/data_download.py	114
self-paced-labs/vertex-ai/train-deploy-tf-model/utils/dataset_clean.py	1
self-paced-labs/vertex-ai/train-deploy-tf-model/utils/dataset_ml.py	1
self-paced-labs/vertex-ai/train-deploy-tf-model/utils/dataset_schema.py	11
self-paced-labs/vertex-ai/vertex-ai-qwikstart/lab_exercise.ipynb	1062
self-paced-labs/vertex-ai/vertex-ai-qwikstart/lab_exercise_long.ipynb	1931
self-paced-labs/vertex-ai/vertex-ai-qwikstart/online-retail-clv-3M/cloudbuild.yaml	5
self-paced-labs/vertex-ai/vertex-ai-qwikstart/online-retail-clv-3M/trainer/__init__.py	1
self-paced-labs/vertex-ai/vertex-ai-qwikstart/online-retail-clv-3M/trainer/model.py	91
self-paced-labs/vertex-ai/vertex-ai-qwikstart/online-retail-clv-3M/trainer/task.py	28
self-paced-labs/vertex-ai/vertex-ai-qwikstart/utils/data_download.py	114
self-paced-labs/vertex-ai/vertex-ai-qwikstart/utils/dataset_clean.py	1
self-paced-labs/vertex-ai/vertex-ai-qwikstart/utils/dataset_ml.py	1
self-paced-labs/vertex-ai/vertex-ai-qwikstart/utils/dataset_schema.py	11
self-paced-labs/vertex-ai/vertex-bqml/lab_exercise.ipynb	1514
self-paced-labs/vertex-ai/vertex-challenge-lab/bert-sentiment-classifier/cloudbuild.yaml	5
self-paced-labs/vertex-ai/vertex-challenge-lab/bert-sentiment-classifier/trainer/__init__.py	1
self-paced-labs/vertex-ai/vertex-challenge-lab/bert-sentiment-classifier/trainer/model.py	83
self-paced-labs/vertex-ai/vertex-challenge-lab/bert-sentiment-classifier/trainer/task.py	19
self-paced-labs/vertex-ai/vertex-challenge-lab/vertex-challenge-lab-solution.ipynb	1583
self-paced-labs/vertex-ai/vertex-distributed-tensorflow/Qwiklab_Running_Distributed_TensorFlow_using_Vertex_AI.ipynb	1220
self-paced-labs/vertex-ai/vertex-pipelines/tfx/lab_exercise.ipynb	1956
self-paced-labs/vertex-ai/vertex-pipelines/tfx/tfx_taxifare_tips/__init__.py	1
self-paced-labs/vertex-ai/vertex-pipelines/tfx/tfx_taxifare_tips/model_training/__init__.py	1
self-paced-labs/vertex-ai/vertex-pipelines/tfx/tfx_taxifare_tips/model_training/bq_datasource_utils.py	22
self-paced-labs/vertex-ai/vertex-pipelines/tfx/tfx_taxifare_tips/model_training/defaults.py	27
self-paced-labs/vertex-ai/vertex-pipelines/tfx/tfx_taxifare_tips/model_training/features.py	37
self-paced-labs/vertex-ai/vertex-pipelines/tfx/tfx_taxifare_tips/model_training/model.py	62
self-paced-labs/vertex-ai/vertex-pipelines/tfx/tfx_taxifare_tips/model_training/model_exporter.py	58
self-paced-labs/vertex-ai/vertex-pipelines/tfx/tfx_taxifare_tips/model_training/model_input.py	20
self-paced-labs/vertex-ai/vertex-pipelines/tfx/tfx_taxifare_tips/model_training/model_runner.py	46
self-paced-labs/vertex-ai/vertex-pipelines/tfx/tfx_taxifare_tips/model_training/model_trainer.py	63
self-paced-labs/vertex-ai/vertex-pipelines/tfx/tfx_taxifare_tips/model_training/preprocessing.py	18
self-paced-labs/vertex-ai/vertex-pipelines/tfx/tfx_taxifare_tips/tfx_pipeline/__init__.py	1
self-paced-labs/vertex-ai/vertex-pipelines/tfx/tfx_taxifare_tips/tfx_pipeline/config.py	59
self-paced-labs/vertex-ai/vertex-pipelines/tfx/tfx_taxifare_tips/tfx_pipeline/pipeline.py	180
self-paced-labs/vertex-ai/vertex-pipelines/tfx/tfx_taxifare_tips/tfx_pipeline/pipeline_runner.py	24