altcoder / r-api-demo

Demo of R plumber for model training and inference

R Model Operationalization

SageMaker reference: https://docs.aws.amazon.com/sagemaker/latest/dg/how-it-works-training.html

Step 0: Demo of R API using Plumber

Step 1: Demo of Simple Linear Model Training and Inference step

Step 3: Dockerize and modify for AWS

Step 4: Deploy to AWS SageMaker Endpoint