├── .azureml └── your-config-file-goes-here.json ├── .cloud └── .azure │ ├── compute.json │ ├── run.json │ └── workspace.json ├── .github └── workflows │ └── main.yml ├── .gitignore ├── BikeBuyer ├── ADF │ ├── README.md │ └── arm_template │ │ ├── arm_template.json │ │ └── arm_template_parameters.json └── LoyaltyCardBuyers │ ├── adworks-bike-purchases.csv │ └── potential-bike-buyers.csv ├── DBXNotebooks ├── 01.Installation_and_Configuration.ipynb ├── 02.Bike_Buyer_Ingest.ipynb ├── 03a.Bike_Buyer_Build_model.ipynb ├── 03b.Bike_Buyer_Build_model_runHistory.ipynb ├── 04.Bike_Buyer_Deploy_to_ACI.ipynb └── 05.Bike_Buyer_Deploy_to_AKS_existingImage.ipynb ├── Lab1 └── README.md ├── Lab10 └── README.md ├── Lab100 ├── README.md └── nvidia-device-plugin-ds.yaml ├── Lab101 ├── README.md └── src │ ├── Dockerfile │ ├── Dockerfile.gpu │ ├── main.py │ └── mnist-training.yaml ├── Lab102 ├── README.md └── istio.aks.yaml ├── Lab103 └── README.md ├── Lab104 ├── README.md ├── az-file-pvc.yaml ├── az-file-sc.yaml ├── tf-mnist-pvc.yaml └── tf-mnist.yaml ├── Lab11 ├── README.md └── safe-driver-prediction.ipynb ├── Lab12 ├── README-13.md ├── README-14.md ├── README.md ├── inferencing.ipynb ├── inferencingAKS.ipynb ├── pipelines.ipynb ├── process.png ├── safe-driver-prediction-v2.ipynb └── score.py ├── Lab120 ├── README.md └── mlflow-train.ipynb ├── Lab2 ├── AMLS.pptx └── README.md ├── Lab20 ├── README-gh.md ├── README.md └── overview.md ├── Lab200 ├── 200-intro.ipynb ├── 201-experiments.ipynb ├── 202-envs.ipynb ├── 203-pipelines.ipynb ├── 204-interpret.ipynb ├── 205-monitor.ipynb ├── 206-drift.ipynb └── README.md ├── Lab21 ├── README-gh.md └── README.md ├── Lab22 └── README.md ├── Lab23 └── README.md ├── Lab24 └── README.md ├── Lab2a └── README.md ├── Lab3 └── README.md ├── Lab300 ├── README.md ├── code │ ├── Present.pbix │ ├── deploy.ipynb │ ├── deploy.py │ ├── explore.ipynb │ └── explore.py ├── data │ ├── data_train.csv │ └── data_train_experiment.csv └── img │ ├── 1.png │ ├── 2.png │ ├── 3.png │ ├── 4.png │ ├── 5.png │ └── 6.png ├── Lab301 └── README.md ├── Lab302 └── README.md ├── Lab303 └── README.md ├── Lab304 └── README.md ├── Lab40 ├── FileSets.ipynb └── README.md ├── Lab400 └── README.md ├── Lab401 ├── MLOps_basic_example.md ├── README.md ├── aml_config │ ├── train.runconfig │ └── training_dependencies.yml ├── attrition-model.ipynb ├── deployment-config │ ├── deployment-config-aci.yml │ ├── deployment-config-aks.yml │ ├── inference-config.yml │ └── inference-env.yml ├── original_model.pkl ├── pipelines │ ├── config.yml │ ├── delete-infrastructure.yml │ ├── deploy-infrastructure.yml │ ├── deploy-model.yml │ └── train-and-register-model.yml ├── score.py ├── train_explain.py ├── training-ml-pipeline.yml └── training_dependencies.yml ├── Lab41 └── README.md ├── Lab43 ├── README.md ├── WA_Fn-UseC_-Accounts-Receivable.csv ├── amls-automl-continuous-retraining.ipynb └── img │ └── sw1.png ├── Lab500 ├── .devcontainer │ ├── Dockerfile │ ├── devcontainer.json │ ├── environment.yml │ ├── noop.txt │ └── setup.sh ├── .vscode │ └── settings.json ├── CompViz.ipynb ├── FormRec.ipynb ├── OCR.ipynb ├── face.ipynb ├── images │ ├── 2.jpg │ ├── 22.jpg │ ├── conte.jpg │ ├── happy3.jpg │ ├── letter.jpg │ ├── lho.jpg │ ├── lho2.jpg │ ├── license-plate.jpeg │ ├── mad.jpg │ ├── maw1.jpg │ ├── maw2.jpg │ ├── note.jpg │ ├── ocr2.jpg │ ├── passport.jpg │ ├── phone.jpg │ ├── popovich1.jpg │ ├── receipt.png │ ├── store.jpg │ ├── woman-phone.jpg │ └── woman.jpg ├── python_code │ ├── __init__.py │ ├── __pycache__ │ │ ├── __init__.cpython-38.pyc │ │ ├── faces.cpython-38.pyc │ │ └── vision.cpython-38.pyc │ ├── faces.py │ ├── luis.py │ └── vision.py ├── text.ipynb └── yelp.ipynb ├── Lab85 ├── Makefile ├── README.md ├── azure-pipelines.yml ├── dev_env_template ├── environment.yml └── notebooks │ ├── 01_local_testing.ipynb │ ├── 02_setup_aml.ipynb │ ├── 03_develop_pipeline.ipynb │ ├── 04_deploy_logic_apps.ipynb │ ├── 05_clean_up.ipynb │ ├── clean_up.sh │ ├── models │ └── model.pth │ ├── scripts │ ├── postprocess_video.py │ ├── preprocess_video.py │ ├── style_transfer.py │ └── style_transfer_mpi.py │ ├── template.blob_connector.json │ ├── template.logic_app.json │ └── utilities.py ├── Lab90 └── README.md ├── Lab900 ├── AssociationRules.ipynb ├── RFM.ipynb ├── association_transactions.csv └── transactions.csv ├── Notebooks └── README.md ├── README.md ├── aml_service ├── create_aml_cluster.py ├── deploy.py └── pipelines_master.py ├── azure-pipelines.yml ├── data ├── data-scientist-model.csv ├── diabetes.csv └── diabetes2.csv ├── environment_setup ├── dependencies.yml └── install_requirements.sh ├── gh-actions.yml ├── images ├── 01.png ├── 02.png ├── 03.png ├── 04.png ├── 05.png ├── 06.png ├── 07.png ├── 08.png ├── 09.png ├── 10.png ├── 11.png ├── 12.png ├── 13.png ├── 14.png ├── 15.png ├── 16.png ├── 17.png ├── 18.png ├── 19.png ├── 20.png ├── 21.png ├── 22.png ├── 23.png ├── 24.png ├── 25.png ├── 26.png ├── 27.png ├── 28.png ├── 28_2.png ├── 29.png ├── 30.png ├── 31.png ├── 32.png ├── 33.png ├── 34.png ├── 35.png ├── 36_1.png ├── 36_2.png ├── 37.png ├── 38.png ├── 39.png ├── 40.png ├── 41.png ├── 42.png ├── 43.png ├── 44.png ├── 44_1.png ├── 45.png ├── 45_1.png ├── 46.png ├── 46_1.png ├── 47.png ├── 48.png ├── 49.png ├── 50.png ├── 51.png ├── 52.png ├── 53.png ├── 54.png ├── 60.png ├── 61.png ├── 62.png ├── 63.png ├── European-Soccer-Events-Analysis-Diagram.png ├── activities.png ├── activitiesDF.png ├── activitiesDFexistingDF.png ├── addCell.png ├── addNewFactoryResource.png ├── amlNotebookNewFolder.png ├── amlNotebookPklModel.png ├── amlNotebookRenameFolder.png ├── amlNotebookRunAll.png ├── amlNotebookUploadData.png ├── amlNotebookUploadDataBlue.png ├── amlNotebookVMs1.png ├── amlNotebookVMs2.png ├── amlNotebookVMsConsole.png ├── amlNotebookVMsConsole2.png ├── amlNotebookVMsConsole3.png ├── amlNotebookVMsCreate.png ├── amlNotebookVMsUpload.png ├── amlNotebookVMsUpload2.png ├── amlServiceWorkspace.png ├── amlServiceWorkspaceOverview.png ├── amlServiceWorkspaceParameters.png ├── amlServiceWorkspaceParametersCmd5.png ├── amlVisualinterface.png ├── amlVisualinterfaceNewDataset.png ├── amlVisualinterfaceNewDataset2.png ├── amlVisualinterfaceNewDataset3.png ├── amlVisualinterfaceNewExperiment.png ├── amlVisualinterfaceNewExperiment1.png ├── amlVisualinterfaceNewExperiment10.png ├── amlVisualinterfaceNewExperiment11.png ├── amlVisualinterfaceNewExperiment12.png ├── amlVisualinterfaceNewExperiment13.png ├── amlVisualinterfaceNewExperiment14.png ├── amlVisualinterfaceNewExperiment15.png ├── amlVisualinterfaceNewExperiment16.png ├── amlVisualinterfaceNewExperiment17.png ├── amlVisualinterfaceNewExperiment18.png ├── amlVisualinterfaceNewExperiment19.png ├── amlVisualinterfaceNewExperiment2.png ├── amlVisualinterfaceNewExperiment20.png ├── amlVisualinterfaceNewExperiment21.png ├── amlVisualinterfaceNewExperiment22.png ├── amlVisualinterfaceNewExperiment23.png ├── amlVisualinterfaceNewExperiment24.png ├── amlVisualinterfaceNewExperiment25.png ├── amlVisualinterfaceNewExperiment26.png ├── amlVisualinterfaceNewExperiment27.png ├── amlVisualinterfaceNewExperiment28.png ├── amlVisualinterfaceNewExperiment29.png ├── amlVisualinterfaceNewExperiment3.png ├── amlVisualinterfaceNewExperiment30.png ├── amlVisualinterfaceNewExperiment31.png ├── amlVisualinterfaceNewExperiment32.png ├── amlVisualinterfaceNewExperiment33.png ├── amlVisualinterfaceNewExperiment34.png ├── amlVisualinterfaceNewExperiment4.png ├── amlVisualinterfaceNewExperiment5.png ├── amlVisualinterfaceNewExperiment6.png ├── amlVisualinterfaceNewExperiment7.png ├── amlVisualinterfaceNewExperiment8.png ├── amlVisualinterfaceNewExperiment9.png ├── amlVisualinterfacePortal.png ├── amlVisualinterfaceStart.png ├── amls.png ├── amlsdklibrary.png ├── amlsdklibrary2.png ├── amlservices.png ├── architecture-overview.png ├── associations.jpg ├── attach.png ├── authorAndMonitorDataFactory.png ├── azureDataStudioConnection.png ├── azureDataStudioQuery.png ├── azureSQLdbDatasetLinkedService1.png ├── azureSQLdbDatasetLinkedService2.png ├── azureSQLdbDatasetLinkedService3.png ├── azureSQLdbdataset.png ├── bikeBuyerModelipynb.png ├── blobLinkedService.png ├── blobLinkedServiceCfg1.png ├── blobSourceData.png ├── blobSourceDataFiles.png ├── buyersDataflow1.png ├── clickPencil.png ├── cluster.png ├── connect.png ├── connectionsCreated.png ├── container.png ├── containerOutputData.png ├── containerSourceData.png ├── copyToken.png ├── createAMLserviceWorkspace.png ├── createAMLserviceWorkspace2.png ├── createCluster.png ├── createConnections.png ├── createContainer.png ├── databricksLinkedService.png ├── databricksLinkedServiceCfg1.png ├── databricksLinkedServiceCfg2.png ├── datasetOutputDataBikes.png ├── datasetOutputDataBikes2.png ├── datasetPotentialBuyers.png ├── datasetPotentialBuyers2.png ├── datasetPurchases.png ├── datasetPurchases2.png ├── datasetPurchasesChoose.png ├── datasetsPublish.png ├── deWithAzureDataFactoryDF.png ├── deWithAzureDatabricks.png ├── deploy.png ├── derivedColumnDataflow1.png ├── derivedColumnDataflow2.png ├── dsWithAzureDatabricksAML.png ├── e2e.png ├── finish.png ├── generateNewToken.png ├── generateNewTokenDialog.png ├── image71.png ├── image72.png ├── image73.png ├── import.png ├── importJupyterNotebooks.png ├── importNotebooks.png ├── importSchema.png ├── ingestnotebook.png ├── joinDataflow1.png ├── joinDataflow2.png ├── jupyter1.png ├── jupyter1cells.png ├── launchWorkspace.png ├── monitor.png ├── newBlobDataset.png ├── newBlobDatasetFormat.png ├── notebooks.png ├── openNotebook.png ├── originalDataScientistWork.png ├── outputFilesBlob.png ├── paste.png ├── prepare-01.png ├── prepare-02.png ├── preview.png ├── prompt.png ├── publishAll.png ├── purchasesDataflow1.png ├── selectDataflow1.png ├── selectDataflow2.png ├── setup.png ├── signin.png ├── sinkDataflow1.png ├── sinkDataflow2.png ├── sinkMap.png ├── sinkPlusNew.png ├── summary.png ├── tasks.png ├── telemetry-01.png ├── telemetry-02.png ├── telemetry-03.png ├── telemetry-04.png ├── telemetry-05.png ├── telemetry-06.png ├── telemetry-07.png ├── tokenCreated.png ├── triggerNow.png ├── triggerNowFinish.png ├── ts-degrade.png ├── ts-lag.png ├── ts.png ├── uploadFilestobikes.png ├── userSettings.png ├── vscode85_1.png ├── vscode85_2.png ├── vscode85_3.png └── woman-phone.jpg ├── instructor-readme.md ├── jupyter-notebooks ├── DeepLearningwithText.ipynb ├── Deployment-Example.ipynb ├── Model Telemetry.ipynb ├── Register Model.ipynb └── Test Deployment.ipynb ├── samples ├── README.md ├── automl-forecast-model.ipynb ├── automl.log ├── azureml_automl.log ├── batch-inferencing.ipynb ├── dl-ts-forecasting │ └── README.md ├── forecasting │ ├── 01-process.ipynb │ ├── 02-arima.ipynb │ ├── 03-ml.ipynb │ └── README.md └── model.pkl ├── scripts ├── evaluate.py ├── score.py └── train.py ├── setup ├── azureclideploy.json └── parameters.json └── todo.md 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