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ds/dx - a data science & ml engineering blog
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2021
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
2019
Sep 3
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