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gitclonehttps://github.com/Azure/kubeflow-labsContentSummaryModuleDescription0IntroductionIntroductiontothisworkshop.Motivationsandgoals.1DockerDockerandcontainers101.2KubernetesKubernetesimportantconceptsoverview.3HelmIntroductiontoHelm4KubeflowIntroductiontoKubeflowandhowtodeployitinyourcluster.5JupyterHubLearnhowtorunJupyterHubtocreateandmanageJupyternotebooksusingKubeflow6TFJobIntroductiontoTFJobandhowtouseittodeployasimpleTensorFlowtraining.7DistributedTensorflowLearnhowtodeployandmonitordistributedTensorFlowtrainingswithTFJob8HyperparametersSweepwithHelmUsingHelmtodeployalargenumberoftrainingstestingdifferenthypothesis,andTensorBoardtomonitorandcomparetheresults9ServingUsingTensorFlowServingtoservepredictions10GoingFurtherLinksandresourcestogofurther:Autoscaling,DistributedStorageetc.ContributingThisprojectwelcomescontributionsandsuggestions.MostcontributionsrequireyoutoagreetoaContributorLicenseAgreement(CLA)declaringthatyouhavetherightto,andactuallydo,grantustherightstouseyourcontribution.Fordetails,visithttps://cla.microsoft.com.
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