Examples of how to deploy a machine learning model as a rest API on AWS
Fits binary classifier based on 'titanic' data and creates model artefacts
Deploys classifer as lambda-fuction on AWS using 'zappa'
Deploys classifier as dockerised fast-api server. Can be hosted on AWS many ways, for example using ECR and ECS.
Deploys classifier as dockerised openscoring server. Can be hosted on AWS many ways, for example using ECR and ECS.
Deploys classifer as lambda-fuction on AWS using serverless.js
WIP - struggling to get around size limits