Raviraja's Blog 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, 09 Aug 2021 00:00:00 GMT https://tailwind-nextjs-starter-blog.vercel.app/blog/mlops-monitoring MLOps Basics [Week 9]: Prediction Monitoring - Kibana https://tailwind-nextjs-starter-blog.vercel.app/blog/mlops-monitoring Monitoring systems can help give us confidence that our systems are running smoothly and, in the event of a system failure, can quickly provide appropriate context when diagnosing the root cause. Let's see how to use Kibana for prediction monitoring. Mon, 09 Aug 2021 00:00:00 GMT raviraja.ghanta@gmail.com (Raviraja Ganta) mlopsdeeplearningnlpdeploymentcontainerkibanamonitoringawsserverlesslambda https://tailwind-nextjs-starter-blog.vercel.app/blog/mlops-serverless MLOps Basics [Week 8]: Serverless Deployment - AWS Lambda 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