ds/dx - a data science & ml engineering blog

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2021

Building a serverless, containerized machine learning model API using AWS Lambda & API Gateway and Terraform
model deployment containerized machine learning api aws lambda api gateway terraform prediction inference serverless s3 cloud

2020

Managing cloud infrastructure in code with Terraform: spawning your own jupyterhub instance on AWS with mounted S3 bucket
terraform aws jupyterhub s3 cloud ec2 tljh

2019

Dockerizing a R machine learning model with s3 connection and end-to-end tests on Travis
docker travis end-to-end test machine learning s3 data lake random forest pytest ci