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ds/dx - a data science & ml engineering blog
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2021
Jul 20
Using Terraform to build a serverless Airflow via Amazon Managed Workflows and automatic DAG sync using GitHub Actions
airflow
mwaa
terraform
gcp
serverless
workflows
pipeline
dag
apache
github actions
cloud
Apr 24
Building a serverless, containerized batch prediction model using Google Cloud Run, Pub/Sub, Cloud Storage and Terraform
model
containerized
machine learning
gcp
cloud run
cloud storage
pub-sub
terraform
prediction
batch-prediction
serverless
cloud
Jan 10
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
Apr 19
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