The Amazon SageMaker machine learning service is a full platform that greatly simplifies the process of training and deploying your models at scale. However, there are still major gaps to enabling data scientists to do research and development without having to go through the heavy lifting of provisioning the infrastructure and developing their own continuous … Continue reading Screencast: Continuous Delivery for Machine Learning with AWS CodePipeline and Amazon SageMaker
Learn how to perform static analysis of CloudFormation templates as part of AWS CodePipeline using AWS Lambda
Use the AWS Serverless Application Repository to deploy CodePipeline Dashboard solution
Simple dashboard built for viewing pipeline metrics in AWS. Built using CloudWatch dashboards and metrics populated from CloudWatch events that CodePipeline triggers.
In this blog post, you see a demonstration of Continuous Delivery of a static website to Amazon S3 via AWS CodeBuild and AWS CodePipeline. At the conclusion, you will be able to provision all of the AWS resources by clicking a “Launch Stack” button and going through the AWS CloudFormation steps to launch a solution stack. Using S3 … Continue reading Continuous Delivery to S3 via CodePipeline and CodeBuild
In this episode, Paul Duvall and Brian Jakovich cover recent DevOps on AWS news and discuss how to use AWS CodePipeline to deploy Amazon Alexa skill. Here are the show notes: DevOps on AWS News Infrastructure as Code whitepaper from AWS cfn_nag mentioned Use CloudFormation StackSets to Provision Resources Across Multiple AWS Accounts and Regions How to Use AWS Organizations … Continue reading DevOps on AWS Radio: AWS CodePipeline and Amazon Alexa (Episode 11)
mu is an open-source, full-stack DevOps on AWS tool that simplifies and orchestrates your software delivery lifecycle (environments, services, and pipelines).
If you’ve done any experimentation with the Amazon Alexa voice service, you’ve probably learned that you can use AWS Lambda to write functions that can be executed from Alexa. As a developer, what’s exciting about this is that you can create your own custom Alexa skills to perform anything suited for voice-based computing. You’ll probably … Continue reading Use AWS CodePipeline to Deploy Amazon Alexa Skills
In this episode, Paul Duvall and Brian Jakovich cover recent DevOps on AWS news and speak with Casey Lee from Stelligent about the open-source, full-stack DevOps on AWS tool called mu. Here are the show notes: DevOps on AWS News Launch – .NET Core Support In AWS CodeStar and AWS CodeBuild Build your first Serverless Web Application Take the Journey: Build … Continue reading DevOps on AWS Radio: mu – DevOps on AWS tool (Episode 10)
Use mu to manage microservice databases in the continuous delivery pipeline