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A multi container ML app (2/3): deploying with Docker Compose

 Posted on September 15, 2022

Now that we have Docker containers, let’s deploy them together with Docker Compose. Also covered: security with Docker secrets, data persistence with Docker volumes and dependency ordering. [Read More]
docker  container  compose  secrets  volume  swarm 

A multi container ML app (1/3): Docker

 Posted on September 11, 2022

Building a translation app by putting together 3 containerized microservices: a Flask frontend, a FastAPI backend and a MySQL database. Let’s skim through the development process and the containerization. Also covered: Docker registry and CI/CD with GitHub Actions. [Read More]
docker  container  api  nlp  database  flask  fastapi  python  sql  ci/cd  registry 

Vincent Le Goualher  • © 2023  •  VLG Data Engineering

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