Serverless Deployment of Machine Learning Models on AWS Lambda

A guide to deploying dockerised ML models on AWS Lambda

Introduction

In my previous guide, we explored the concepts and methods in deploying machine learning model on AWS Elastic Beanstalk. Despite being largely automated, services like AWS Elastic Beanstalk still requires the deployment of key services such as EC2 instances and Elastic Load Balancers. Provisioned resources on AWS Elastic Beanstalk are always active, even when not required.

The concept of serverless orchestration of …

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