Path	Lines of Code
blogs/lightning/ltgpred/preproc/create_dataset.py	288
blogs/microservices-demo-1/src/checkoutservice/main.go	356
blogs/popdensity/convert_to_geo.py	71
blogs/popdensity/convert_to_rect.py	86
blogs/rl-on-gcp/DQN_Breakout/RL_on_GCP.ipynb	559
blogs/rl-on-gcp/DQN_Breakout/rl_on_gcp/trainer/utils.py	38
bootcamps/imagereco/fashion_cnn_batch_dropout_lab.ipynb	326
bootcamps/imagereco/fashionmodel/trainer/model.py	126
courses/ai-for-finance/practice/arima_model.ipynb	352
courses/ai-for-finance/practice/freestyle.ipynb	784
courses/ai-for-finance/practice/intro_tf_data_keras_sequential.ipynb	502
courses/ai-for-finance/practice/kalman_filters.ipynb	516
courses/ai-for-finance/practice/momentum_using_hurst.ipynb	371
courses/ai-for-finance/solution/momentum_backtest_losing_money.ipynb	2916
courses/ai-for-finance/solution/momentum_backtest_making_money.ipynb	670
courses/ai-for-finance/solution/yahoo_data_source.py	165
courses/ai-for-time-series/notebooks/01-explore.ipynb	439
courses/ai-for-time-series/notebooks/02-model.ipynb	986
courses/data_analysis/deepdive/bigtable-exercises/python/ex3.py	21
courses/data_analysis/deepdive/bigtable-exercises/src/main/java/com/google/cloud/bigtable/training/Ex1.java	102
courses/data_analysis/deepdive/bigtable-exercises/src/main/java/com/google/cloud/bigtable/training/Ex2.java	73
courses/data_analysis/deepdive/bigtable-exercises/src/main/java/com/google/cloud/bigtable/training/solutions/Ex1Solution.java	102
courses/data_analysis/lab2/javahelp/src/main/java/com/google/cloud/training/dataanalyst/javahelp/JavaProjectsThatNeedHelp.java	153
courses/data_analysis/lab2/python/JavaProjectsThatNeedHelp.py	113
courses/data_analysis/lab2/python/JavaProjectsThatNeedHelp_PY2_Version.py	113
courses/developingapps/java/appengine/end/function/index.js	19
courses/developingapps/java/appengine/start/function/index.js	19
courses/developingapps/java/cloudstorage/start/src/main/java/com/google/training/appdev/services/gcp/cloudstorage/ImageService.java	16
courses/developingapps/java/datastore/end/src/main/java/com/google/training/appdev/services/gcp/datastore/QuestionService.java	31
courses/developingapps/java/datastore/start/src/main/java/com/google/training/appdev/services/gcp/datastore/QuestionService.java	28
courses/developingapps/java/pubsub-languageapi-spanner/start/src/main/java/com/google/training/appdev/api/QuizEndpoint.java	52
courses/developingapps/java/pubsub-languageapi-spanner/start/src/main/java/com/google/training/appdev/backend/ConsoleApp.java	36
courses/developingapps/java/pubsub-languageapi-spanner/start/src/main/java/com/google/training/appdev/services/gcp/languageapi/LanguageService.java	14
courses/developingapps/java/pubsub-languageapi-spanner/start/src/main/java/com/google/training/appdev/services/gcp/pubsub/PublishService.java	29
courses/developingapps/java/pubsub-languageapi-spanner/start/src/main/java/com/google/training/appdev/services/gcp/spanner/SpannerService.java	17
courses/developingapps/nodejs/cloudfunctions/start/function/index.js	3
courses/developingapps/nodejs/cloudstorage/start/server/gcp/cloudstorage.js	19
courses/developingapps/nodejs/datastore/start/server/gcp/datastore.js	22
courses/developingapps/nodejs/pubsub-languageapi-spanner/start/console/worker.js	4
courses/developingapps/nodejs/pubsub-languageapi-spanner/start/server/api/index.js	37
courses/developingapps/nodejs/pubsub-languageapi-spanner/start/server/gcp/languageapi.js	6
courses/developingapps/nodejs/pubsub-languageapi-spanner/start/server/gcp/pubsub.js	9
courses/developingapps/nodejs/pubsub-languageapi-spanner/start/server/gcp/spanner.js	6
courses/developingapps/nodejs/stackdriver-debug-errorreporting/start/quiz-app/app.js	30
courses/developingapps/nodejs/stackdriver-trace-monitoring/start/frontend/api/index.js	50
courses/developingapps/nodejs/stackdriver-trace-monitoring/start/frontend/app.js	46
courses/developingapps/python/appengine/end/frontend/quiz/api/api.py	30
courses/developingapps/python/appengine/end/frontend/quiz/gcp/languageapi.py	8
courses/developingapps/python/appengine/end/frontend/quiz/gcp/pubsub.py	17
courses/developingapps/python/appengine/end/frontend/quiz/gcp/spanner.py	37
courses/developingapps/python/appengine/end/frontend/run_server.py	2
courses/developingapps/python/appengine/end/function/index.js	19
courses/developingapps/python/appengine/start/frontend/quiz/api/api.py	30
courses/developingapps/python/appengine/start/frontend/quiz/gcp/languageapi.py	8
courses/developingapps/python/appengine/start/frontend/quiz/gcp/pubsub.py	17
courses/developingapps/python/appengine/start/frontend/quiz/gcp/spanner.py	37
courses/developingapps/python/appengine/start/frontend/run_server.py	2
courses/developingapps/python/appengine/start/function/index.js	19
courses/developingapps/python/cloudstorage/end/quiz/api/api.py	25
courses/developingapps/python/cloudstorage/end/quiz/gcp/storage.py	14
courses/developingapps/python/cloudstorage/end/quiz/webapp/questions.py	17
courses/developingapps/python/cloudstorage/start/quiz/api/api.py	25
courses/developingapps/python/cloudstorage/start/quiz/gcp/storage.py	4
courses/developingapps/python/cloudstorage/start/quiz/webapp/questions.py	9
courses/developingapps/python/datastore/bonus/quiz/api/api.py	25
courses/developingapps/python/datastore/bonus/quiz/webapp/questions.py	5
courses/developingapps/python/datastore/end/quiz/api/api.py	25
courses/developingapps/python/datastore/end/quiz/webapp/questions.py	5
courses/developingapps/python/datastore/start/quiz/gcp/datastore.py	5
courses/developingapps/python/firebase/end/quiz/api/api.py	25
courses/developingapps/python/firebase/end/quiz/gcp/storage.py	14
courses/developingapps/python/firebase/end/quiz/webapp/questions.py	17
courses/developingapps/python/firebase/start/quiz/api/api.py	25
courses/developingapps/python/firebase/start/quiz/gcp/storage.py	14
courses/developingapps/python/firebase/start/quiz/webapp/questions.py	17
courses/developingapps/python/kubernetesengine/bonus/backend/quiz/console/worker.py	24
courses/developingapps/python/kubernetesengine/bonus/backend/quiz/gcp/languageapi.py	8
courses/developingapps/python/kubernetesengine/bonus/backend/quiz/gcp/pubsub.py	9
courses/developingapps/python/kubernetesengine/bonus/backend/quiz/gcp/spanner.py	37
courses/developingapps/python/kubernetesengine/bonus/frontend/quiz/api/api.py	39
courses/developingapps/python/kubernetesengine/bonus/frontend/quiz/gcp/languageapi.py	8
courses/developingapps/python/kubernetesengine/bonus/frontend/quiz/gcp/pubsub.py	26
courses/developingapps/python/kubernetesengine/bonus/frontend/quiz/gcp/spanner.py	45
courses/developingapps/python/kubernetesengine/bonus/frontend/run_server.py	2
courses/developingapps/python/kubernetesengine/end/backend/quiz/console/worker.py	24
courses/developingapps/python/kubernetesengine/end/backend/quiz/gcp/languageapi.py	8
courses/developingapps/python/kubernetesengine/end/backend/quiz/gcp/pubsub.py	9
courses/developingapps/python/kubernetesengine/end/backend/quiz/gcp/spanner.py	37
courses/developingapps/python/kubernetesengine/end/backend/start/backend/quiz/console/worker.py	24
courses/developingapps/python/kubernetesengine/end/backend/start/backend/quiz/gcp/languageapi.py	8
courses/developingapps/python/kubernetesengine/end/backend/start/backend/quiz/gcp/pubsub.py	9
courses/developingapps/python/kubernetesengine/end/backend/start/backend/quiz/gcp/spanner.py	37
courses/developingapps/python/kubernetesengine/end/backend/start/frontend/quiz/api/api.py	30
courses/developingapps/python/kubernetesengine/end/backend/start/frontend/quiz/gcp/languageapi.py	8
courses/developingapps/python/kubernetesengine/end/backend/start/frontend/quiz/gcp/pubsub.py	17
courses/developingapps/python/kubernetesengine/end/backend/start/frontend/quiz/gcp/spanner.py	37
courses/developingapps/python/kubernetesengine/end/backend/start/frontend/run_server.py	2
courses/developingapps/python/kubernetesengine/end/frontend/quiz/api/api.py	30
courses/developingapps/python/kubernetesengine/end/frontend/quiz/gcp/languageapi.py	8
courses/developingapps/python/kubernetesengine/end/frontend/quiz/gcp/pubsub.py	17
courses/developingapps/python/kubernetesengine/end/frontend/quiz/gcp/spanner.py	37
courses/developingapps/python/kubernetesengine/end/frontend/run_server.py	2
courses/developingapps/python/kubernetesengine/start/backend/quiz/console/worker.py	24
courses/developingapps/python/kubernetesengine/start/backend/quiz/gcp/languageapi.py	8
courses/developingapps/python/kubernetesengine/start/backend/quiz/gcp/pubsub.py	9
courses/developingapps/python/kubernetesengine/start/backend/quiz/gcp/spanner.py	37
courses/developingapps/python/kubernetesengine/start/frontend/quiz/api/api.py	30
courses/developingapps/python/kubernetesengine/start/frontend/quiz/gcp/languageapi.py	8
courses/developingapps/python/kubernetesengine/start/frontend/quiz/gcp/pubsub.py	17
courses/developingapps/python/kubernetesengine/start/frontend/quiz/gcp/spanner.py	37
courses/developingapps/python/kubernetesengine/start/frontend/run_server.py	2
courses/developingapps/python/pubsub-languageapi-spanner/bonus/quiz/api/api.py	37
courses/developingapps/python/pubsub-languageapi-spanner/bonus/quiz/console/worker.py	32
courses/developingapps/python/pubsub-languageapi-spanner/bonus/quiz/gcp/languageapi.py	8
courses/developingapps/python/pubsub-languageapi-spanner/bonus/quiz/gcp/pubsub.py	26
courses/developingapps/python/pubsub-languageapi-spanner/bonus/quiz/gcp/spanner.py	73
courses/developingapps/python/pubsub-languageapi-spanner/bonus/run_server.py	11
courses/developingapps/python/pubsub-languageapi-spanner/end/quiz/api/api.py	30
courses/developingapps/python/pubsub-languageapi-spanner/end/quiz/console/worker.py	24
courses/developingapps/python/pubsub-languageapi-spanner/end/quiz/gcp/languageapi.py	8
courses/developingapps/python/pubsub-languageapi-spanner/end/quiz/gcp/pubsub.py	17
courses/developingapps/python/pubsub-languageapi-spanner/end/quiz/gcp/spanner.py	37
courses/developingapps/python/pubsub-languageapi-spanner/end/run_server.py	2
courses/developingapps/python/pubsub-languageapi-spanner/start/quiz/api/api.py	27
courses/developingapps/python/pubsub-languageapi-spanner/start/quiz/console/worker.py	14
courses/developingapps/python/pubsub-languageapi-spanner/start/quiz/gcp/languageapi.py	1
courses/developingapps/python/pubsub-languageapi-spanner/start/quiz/gcp/pubsub.py	8
courses/developingapps/python/pubsub-languageapi-spanner/start/quiz/gcp/spanner.py	6
courses/developingapps/v1.2/java/appengine/end/function/index.js	19
courses/developingapps/v1.2/java/appengine/start/function/index.js	19
courses/developingapps/v1.2/java/cloudstorage/start/src/main/java/com/google/training/appdev/services/gcp/cloudstorage/ImageService.java	16
courses/developingapps/v1.2/java/datastore/end/src/main/java/com/google/training/appdev/services/gcp/datastore/QuestionService.java	31
courses/developingapps/v1.2/java/datastore/start/src/main/java/com/google/training/appdev/services/gcp/datastore/QuestionService.java	28
courses/developingapps/v1.2/java/pubsub-languageapi-spanner/start/src/main/java/com/google/training/appdev/api/QuizEndpoint.java	52
courses/developingapps/v1.2/java/pubsub-languageapi-spanner/start/src/main/java/com/google/training/appdev/backend/ConsoleApp.java	36
courses/developingapps/v1.2/java/pubsub-languageapi-spanner/start/src/main/java/com/google/training/appdev/services/gcp/languageapi/LanguageService.java	14
courses/developingapps/v1.2/java/pubsub-languageapi-spanner/start/src/main/java/com/google/training/appdev/services/gcp/pubsub/PublishService.java	29
courses/developingapps/v1.2/java/pubsub-languageapi-spanner/start/src/main/java/com/google/training/appdev/services/gcp/spanner/SpannerService.java	17
courses/developingapps/v1.2/nodejs/cloudfunctions/end/function/index.js	17
courses/developingapps/v1.2/nodejs/cloudfunctions/start/function/index.js	3
courses/developingapps/v1.2/nodejs/cloudstorage/end/server/gcp/cloudstorage.js	42
courses/developingapps/v1.2/nodejs/cloudstorage/start/server/gcp/cloudstorage.js	19
courses/developingapps/v1.2/nodejs/datastore/end/server/gcp/datastore.js	42
courses/developingapps/v1.2/nodejs/datastore/start/server/gcp/datastore.js	22
courses/developingapps/v1.2/nodejs/firebase/end/server/public/client/index.html	66
courses/developingapps/v1.2/nodejs/pubsub-languageapi-spanner/end/console/worker.js	21
courses/developingapps/v1.2/nodejs/pubsub-languageapi-spanner/end/server/api/index.js	42
courses/developingapps/v1.2/nodejs/pubsub-languageapi-spanner/end/server/gcp/languageapi.js	19
courses/developingapps/v1.2/nodejs/pubsub-languageapi-spanner/end/server/gcp/pubsub.js	32
courses/developingapps/v1.2/nodejs/pubsub-languageapi-spanner/end/server/gcp/spanner.js	38
courses/developingapps/v1.2/nodejs/pubsub-languageapi-spanner/start/console/worker.js	4
courses/developingapps/v1.2/nodejs/pubsub-languageapi-spanner/start/server/api/index.js	37
courses/developingapps/v1.2/nodejs/pubsub-languageapi-spanner/start/server/gcp/languageapi.js	6
courses/developingapps/v1.2/nodejs/pubsub-languageapi-spanner/start/server/gcp/pubsub.js	9
courses/developingapps/v1.2/nodejs/pubsub-languageapi-spanner/start/server/gcp/spanner.js	6
courses/developingapps/v1.2/nodejs/stackdriver-debug-errorreporting/bonus/quiz-app/app.js	35
courses/developingapps/v1.2/nodejs/stackdriver-debug-errorreporting/end/quiz-app/app.js	35
courses/developingapps/v1.2/nodejs/stackdriver-debug-errorreporting/start/quiz-app/app.js	30
courses/developingapps/v1.2/nodejs/stackdriver-trace-monitoring/end/frontend/api/index.js	50
courses/developingapps/v1.2/nodejs/stackdriver-trace-monitoring/end/frontend/app.js	50
courses/developingapps/v1.2/nodejs/stackdriver-trace-monitoring/start/frontend/api/index.js	50
courses/developingapps/v1.2/nodejs/stackdriver-trace-monitoring/start/frontend/app.js	46
courses/developingapps/v1.2/python/appengine/end/frontend/quiz/api/api.py	30
courses/developingapps/v1.2/python/appengine/end/frontend/quiz/gcp/languageapi.py	8
courses/developingapps/v1.2/python/appengine/end/frontend/quiz/gcp/pubsub.py	17
courses/developingapps/v1.2/python/appengine/end/frontend/quiz/gcp/spanner.py	37
courses/developingapps/v1.2/python/appengine/end/frontend/run_server.py	2
courses/developingapps/v1.2/python/appengine/end/function/index.js	19
courses/developingapps/v1.2/python/appengine/start/frontend/quiz/api/api.py	30
courses/developingapps/v1.2/python/appengine/start/frontend/quiz/gcp/languageapi.py	8
courses/developingapps/v1.2/python/appengine/start/frontend/quiz/gcp/pubsub.py	17
courses/developingapps/v1.2/python/appengine/start/frontend/quiz/gcp/spanner.py	37
courses/developingapps/v1.2/python/appengine/start/frontend/run_server.py	2
courses/developingapps/v1.2/python/appengine/start/function/index.js	19
courses/developingapps/v1.2/python/cloudstorage/end/quiz/api/api.py	25
courses/developingapps/v1.2/python/cloudstorage/end/quiz/gcp/storage.py	14
courses/developingapps/v1.2/python/cloudstorage/end/quiz/webapp/questions.py	17
courses/developingapps/v1.2/python/cloudstorage/start/quiz/api/api.py	25
courses/developingapps/v1.2/python/cloudstorage/start/quiz/gcp/storage.py	4
courses/developingapps/v1.2/python/cloudstorage/start/quiz/webapp/questions.py	9
courses/developingapps/v1.2/python/datastore/bonus/quiz/api/api.py	25
courses/developingapps/v1.2/python/datastore/bonus/quiz/webapp/questions.py	5
courses/developingapps/v1.2/python/datastore/end/quiz/api/api.py	25
courses/developingapps/v1.2/python/datastore/end/quiz/webapp/questions.py	5
courses/developingapps/v1.2/python/datastore/start/quiz/gcp/datastore.py	5
courses/developingapps/v1.2/python/firebase/end/quiz/api/api.py	25
courses/developingapps/v1.2/python/firebase/end/quiz/gcp/storage.py	14
courses/developingapps/v1.2/python/firebase/end/quiz/webapp/questions.py	17
courses/developingapps/v1.2/python/firebase/start/quiz/api/api.py	25
courses/developingapps/v1.2/python/firebase/start/quiz/gcp/storage.py	14
courses/developingapps/v1.2/python/firebase/start/quiz/webapp/questions.py	17
courses/developingapps/v1.2/python/kubernetesengine/bonus/backend/quiz/console/worker.py	24
courses/developingapps/v1.2/python/kubernetesengine/bonus/backend/quiz/gcp/languageapi.py	8
courses/developingapps/v1.2/python/kubernetesengine/bonus/backend/quiz/gcp/pubsub.py	9
courses/developingapps/v1.2/python/kubernetesengine/bonus/backend/quiz/gcp/spanner.py	37
courses/developingapps/v1.2/python/kubernetesengine/bonus/frontend/quiz/api/api.py	39
courses/developingapps/v1.2/python/kubernetesengine/bonus/frontend/quiz/gcp/languageapi.py	8
courses/developingapps/v1.2/python/kubernetesengine/bonus/frontend/quiz/gcp/pubsub.py	26
courses/developingapps/v1.2/python/kubernetesengine/bonus/frontend/quiz/gcp/spanner.py	45
courses/developingapps/v1.2/python/kubernetesengine/bonus/frontend/run_server.py	2
courses/developingapps/v1.2/python/kubernetesengine/end/backend/quiz/console/worker.py	24
courses/developingapps/v1.2/python/kubernetesengine/end/backend/quiz/gcp/languageapi.py	6
courses/developingapps/v1.2/python/kubernetesengine/end/backend/quiz/gcp/pubsub.py	10
courses/developingapps/v1.2/python/kubernetesengine/end/backend/quiz/gcp/spanner.py	37
courses/developingapps/v1.2/python/kubernetesengine/end/frontend/quiz/api/api.py	30
courses/developingapps/v1.2/python/kubernetesengine/end/frontend/quiz/gcp/pubsub.py	17
courses/developingapps/v1.2/python/kubernetesengine/end/frontend/run_server.py	2
courses/developingapps/v1.2/python/kubernetesengine/start/backend/quiz/console/worker.py	24
courses/developingapps/v1.2/python/kubernetesengine/start/backend/quiz/gcp/languageapi.py	6
courses/developingapps/v1.2/python/kubernetesengine/start/backend/quiz/gcp/pubsub.py	10
courses/developingapps/v1.2/python/kubernetesengine/start/backend/quiz/gcp/spanner.py	37
courses/developingapps/v1.2/python/kubernetesengine/start/frontend/quiz/api/api.py	30
courses/developingapps/v1.2/python/kubernetesengine/start/frontend/quiz/gcp/pubsub.py	17
courses/developingapps/v1.2/python/kubernetesengine/start/frontend/run_server.py	2
courses/developingapps/v1.2/python/pubsub-languageapi-spanner/bonus/quiz/api/api.py	37
courses/developingapps/v1.2/python/pubsub-languageapi-spanner/bonus/quiz/console/worker.py	32
courses/developingapps/v1.2/python/pubsub-languageapi-spanner/bonus/quiz/gcp/languageapi.py	8
courses/developingapps/v1.2/python/pubsub-languageapi-spanner/bonus/quiz/gcp/pubsub.py	26
courses/developingapps/v1.2/python/pubsub-languageapi-spanner/bonus/quiz/gcp/spanner.py	73
courses/developingapps/v1.2/python/pubsub-languageapi-spanner/bonus/run_server.py	11
courses/developingapps/v1.2/python/pubsub-languageapi-spanner/end/quiz/api/api.py	31
courses/developingapps/v1.2/python/pubsub-languageapi-spanner/end/quiz/console/worker.py	24
courses/developingapps/v1.2/python/pubsub-languageapi-spanner/end/quiz/gcp/languageapi.py	6
courses/developingapps/v1.2/python/pubsub-languageapi-spanner/end/quiz/gcp/pubsub.py	18
courses/developingapps/v1.2/python/pubsub-languageapi-spanner/end/quiz/gcp/spanner.py	38
courses/developingapps/v1.2/python/pubsub-languageapi-spanner/start/quiz/api/api.py	27
courses/developingapps/v1.2/python/pubsub-languageapi-spanner/start/quiz/console/worker.py	14
courses/developingapps/v1.2/python/pubsub-languageapi-spanner/start/quiz/gcp/languageapi.py	1
courses/developingapps/v1.2/python/pubsub-languageapi-spanner/start/quiz/gcp/pubsub.py	8
courses/developingapps/v1.2/python/pubsub-languageapi-spanner/start/quiz/gcp/spanner.py	6
courses/developingapps/v1.3/java/appengine/end/function/index.js	19
courses/developingapps/v1.3/java/appengine/start/function/index.js	19
courses/developingapps/v1.3/java/cloudstorage/start/src/main/java/com/google/training/appdev/services/gcp/cloudstorage/ImageService.java	16
courses/developingapps/v1.3/java/datastore/end/src/main/java/com/google/training/appdev/services/gcp/datastore/QuestionService.java	31
courses/developingapps/v1.3/java/datastore/start/src/main/java/com/google/training/appdev/services/gcp/datastore/QuestionService.java	28
courses/developingapps/v1.3/java/pubsub-languageapi-spanner/start/src/main/java/com/google/training/appdev/api/QuizEndpoint.java	52
courses/developingapps/v1.3/java/pubsub-languageapi-spanner/start/src/main/java/com/google/training/appdev/backend/ConsoleApp.java	39
courses/developingapps/v1.3/java/pubsub-languageapi-spanner/start/src/main/java/com/google/training/appdev/services/gcp/languageapi/LanguageService.java	14
courses/developingapps/v1.3/java/pubsub-languageapi-spanner/start/src/main/java/com/google/training/appdev/services/gcp/pubsub/PublishService.java	29
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quests/dataflow/7_Advanced_Streaming_Analytics/solution/src/main/java/com/mypackage/pipeline/StreamingMinuteTrafficPipeline.java	127
quests/dataflow_python/1_Basic_ETL/lab/my_pipeline.py	28
quests/dataflow_python/2_Branching_Pipelines/lab/my_pipeline.py	80
quests/dataflow_python/3_Batch_Analytics/lab/batch_minute_traffic_pipeline.py	84
quests/dataflow_python/3_Batch_Analytics/lab/batch_user_traffic_pipeline.py	88
quests/dataflow_python/4_SQL_Batch_Analytics/lab/batch_minute_traffic_SQL_pipeline.py	88
quests/dataflow_python/4_SQL_Batch_Analytics/lab/batch_user_traffic_SQL_pipeline.py	130
quests/dataflow_python/5_Streaming_Analytics/lab/streaming_minute_traffic_pipeline.py	140
quests/dataflow_python/6_SQL_Streaming_Analytics/lab/streaming_minute_traffic_SQL_pipeline.py	91
quests/dataflow_python/7_Advanced_Streaming_Analytics/lab/streaming_minute_traffic_pipeline.py	102
quests/dataflow_scala/1_Basic_ETL/labs/src/main/scala/scio/mypackage/pipeline/MyPipeline.scala	14
quests/dataflow_scala/3_Batch_Analytics/labs/src/main/scala/scio/mypackage/pipeline/BatchMinuteTrafficPiplene.scala	47
quests/dataflow_scala/3_Batch_Analytics/labs/src/main/scala/scio/mypackage/pipeline/BatchUserTrafficPipeline.scala	54
quests/dei/what-if-tool-challenge.ipynb	638
quests/endtoendml/labs/2_sample.ipynb	175
quests/endtoendml/labs/3_keras_dnn.ipynb	549
quests/endtoendml/labs/3_keras_wd.ipynb	435
quests/endtoendml/labs/4_preproc.ipynb	326
quests/endtoendml/labs/5_train_keras.ipynb	1035
quests/endtoendml/labs/6_deploy.ipynb	248
quests/endtoendml/labs/babyweight/trainer/task.py	79
quests/endtoendml/labs/babyweight_tf2/trainer/task.py	79
quests/endtoendml/solutions/5_train.ipynb	578
quests/endtoendml/solutions/babyweight/trainer/model.py	100
quests/endtoendml/solutions/babyweight/trainer/task.py	79
quests/endtoendml/solutions/babyweight_tf2/trainer/task.py	79
quests/endtoendml/solutions/labs/3_tensorflow.ipynb	364
quests/endtoendml/solutions/labs/4_preproc.ipynb	301
quests/endtoendml/solutions/labs/5_train.ipynb	574
quests/endtoendml/solutions/labs/6_deploy.ipynb	263
quests/endtoendml/solutions/labs/serving/application/main.py	51
quests/endtoendml/solutions/labs/serving/application/templates/form.html	104
quests/endtoendml/solutions/labs/serving/pipeline/src/main/java/com/google/cloud/training/mlongcp/BabyweightMLService.java	128
quests/getting_started_apache_beam/beam_ml_toxicity_in_gaming/exercises/part1.py	51
quests/getting_started_apache_beam/beam_ml_toxicity_in_gaming/exercises/part2.py	70
quests/serverlessml/01_explore/labs/explore_data.ipynb	634
quests/serverlessml/02_bqml/labs/first_model.ipynb	481
quests/serverlessml/03_tfdata/labs/input_pipeline.ipynb	305
quests/serverlessml/04_keras/labs/keras_dnn.ipynb	505
quests/serverlessml/05_feateng/labs/feateng_bqml.ipynb	528
quests/serverlessml/06_feateng_keras/labs/taxifare_fc.ipynb	726
quests/serverlessml/07_caip/labs/train_caip.ipynb	697
quests/serverlessml/07_caip/solution/train_caip.ipynb	697
quests/vertex-ai/vertex-challenge-lab/bert-sentiment-classifier/trainer/model.py	83
quests/vertex-ai/vertex-challenge-lab/vertex-challenge-lab.ipynb	1629
self-paced-labs/tensorflow-2.x/synthetic_features_and_outliers.ipynb	588
self-paced-labs/tfx/tfx-ai-platform/labs/lab_exercise.ipynb	548
self-paced-labs/vertex-ai/vertex-challenge-lab/bert-sentiment-classifier/trainer/model.py	83
self-paced-labs/vertex-ai/vertex-challenge-lab/vertex-challenge-lab-solution.ipynb	1583
self-paced-labs/vertex-ai/vertex-pipelines/tfx/lab_exercise.ipynb	1956