https://tailwind-nextjs-starter-blog.vercel.app/blog Blogs about Deep Learning and NLP en-us raviraja.ghanta@gmail.com (Raviraja Ganta) raviraja.ghanta@gmail.com (Raviraja Ganta) Mon, 16 Aug 2021 00:00:00 GMT https://tailwind-nextjs-starter-blog.vercel.app/blog/mlops-summary https://tailwind-nextjs-starter-blog.vercel.app/blog/mlops-summary This post contains the summary of all topics covered till now, next steps and some good resources to follow. Mon, 16 Aug 2021 00:00:00 GMT raviraja.ghanta@gmail.com (Raviraja Ganta) mlopsdeeplearningnlpdeploymentvmcontainerapidocker https://tailwind-nextjs-starter-blog.vercel.app/blog/mlops-serverless https://tailwind-nextjs-starter-blog.vercel.app/blog/mlops-serverless A serverless architecture is a way to build and run applications and services without having to manage infrastructure. The application still runs on servers, but all the server management is done by third party service. Let's see how to run it using AWS Lambda. Mon, 02 Aug 2021 00:00:00 GMT raviraja.ghanta@gmail.com (Raviraja Ganta) mlopsdeeplearningnlpdeploymentcontainerecrdockerawsserverlesslambda https://tailwind-nextjs-starter-blog.vercel.app/blog/mlops-container-registry https://tailwind-nextjs-starter-blog.vercel.app/blog/mlops-container-registry Developers, testers and CI/CD systems need to use a registry to store images created during the application development process. Container images placed in the registry can be used in various phases of the development. Let's see how to use AWS ECR for doing that. Mon, 26 Jul 2021 00:00:00 GMT raviraja.ghanta@gmail.com (Raviraja Ganta) mlopsdeeplearningnlpdeployments3storagecontainerregistrydockerawsecr https://tailwind-nextjs-starter-blog.vercel.app/blog/mlops-docker https://tailwind-nextjs-starter-blog.vercel.app/blog/mlops-docker We might have to share our application with others, and when they try to run the app most of the time it doesn’t run due to dependencies / OS related issues. Let's see how to solve this problem using Docker. Mon, 05 Jul 2021 00:00:00 GMT raviraja.ghanta@gmail.com (Raviraja Ganta) mlopsdeeplearningnlpdeploymentvmcontainerapidocker