Build a simple CI/CD pipeline that automatically creates and deploys a lambda function and associated SQS queues on Amazon within 15 minutes.

Serverless applications are needed for machine learning and data science. They are lightweight, pay-as-you-go functions that reduce time spent on setting up servers or instances for your machine learning infrastructure. AWS has made it easier to construct a CI/CD pipeline with CodeCommit, CodeBuild, CodeDeploy, and CodePipeline. Data scientists can spend…

Configure a workflow management tool to recreate models at regular intervals within 13 min

Continuous learning is a process by which a system adaptively learns about the external world. In the context of machine learning, a model continuously learns more about the subject domain it is trained on through autonomous and incremental development. …

Hari Devanathan

Data Swiss Army Knife

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