This tutorial walks you through the steps for creating an OpenCV function to convert a color image to a grayscale image. You will learn how to containerize the application with Docker and to deploy your container image to AWS Lambda. You will also learn how to automate your deployments with CircleCI for faster, more reliable updates.
You will learn how to containerize the Flask API and deploy it to Heroku as a Docker container. You will also learn how to set up a simple CI/CD pipeline to automatically test and deploy the containerized application with every change to your model.
In this tutorial, you will learn how to build and install Helm charts for your application to an AWS EKS cluster.
In this tutorial, you will learn how to set up autoscaling using AWS CDK, an Infrastructure as Code (IaC) tool developed by AWS.
In this tutorial, you will learn how to build an automated unit testing pipeline using Jest testing framework for serverless applications.
In this tutorial, I will guide you through using AWS CDK to deploy REST APIs with AWS Lambda-based authorizers. You will learn how API Gateway constructs can be used to customize the behavior of the API by adding authorizers, usage plans, throttling, rate limiting, and more.
In this tutorial, I will guide you through using AWS Cloud Development Kit (CDK) to deploy an AWS Lambda function that interacts with AWS S3 and AWS DynamoDB.