LabsforTraiigadServigTesorFlowModelswithKuberetesadKubeflowoAzureCotaierService(AKS)PrerequisitesHaveavalidMicrosoftAzuresubscriptioallowigthecreatioofaAKSclusterDockerclietistalled:IstalligDockerAzure-cli(2.0)istalled:IstalligtheAzureCLI2.0|MicrosoftDocsGitcliistalled:IstalligGitCLIKubectlistalled:IstalligKubectlHelmistalled:IstalligHelmCLI(Note:OWidowsyoucaextractthetarfileusigatoollike7Zip.)ksoetistalled:IstalligksoetCLI
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gitcloehttps://github.com/Azure/kubeflow-labsCotetSummaryModuleDescriptio0ItroductioItroductiotothisworkshop.Motivatiosadgoals.1DockerDockeradcotaiers101.2KuberetesKuberetesimportatcoceptsoverview.3HelmItroductiotoHelm4KubeflowItroductiotoKubeflowadhowtodeployitiyourcluster.5JupyterHubLearhowtoruJupyterHubtocreateadmaageJupyterotebooksusigKubeflow6TFJobItroductiotoTFJobadhowtouseittodeployasimpleTesorFlowtraiig.7DistributedTesorflowLearhowtodeployadmoitordistributedTesorFlowtraiigswithTFJob8HyperparametersSweepwithHelmUsigHelmtodeployalargeumberoftraiigstestigdifferethypothesis,adTesorBoardtomoitoradcomparetheresults9ServigUsigTesorFlowServigtoservepredictios10GoigFurtherLiksadresourcestogofurther:Autoscalig,DistributedStorageetc.CotributigThisprojectwelcomescotributiosadsuggestios.MostcotributiosrequireyoutoagreetoaCotributorLiceseAgreemet(CLA)declarigthatyouhavetherightto,adactuallydo,gratustherightstouseyourcotributio.Fordetails,visithttps://cla.microsoft.com.
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