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1. How to Deploy ML Solutions with FastAPI, Docker, and GCP

   This is a hands-on guide with Python example code that walks through the deployment of an ML-based search API using a simple 3-step approach. The article provides a deployment strategy applicable to most machine learning solutions, and the example code is available on GitHub.

   2024-06-09 Tags: machine learning, fastapi, docker, gcp, deployment, python, llm, tutorial, production engineering by klotz
2. Containerized Python Development - Part 1 - Docker Blog

   2020-07-22 Tags: docker, python, compose, tutorial, mysql by klotz
3. Containerized Python Development - Part 2 - Docker Blog

   2020-07-22 Tags: docker, python, docker compose, tutorial, mysql by klotz
4. “How I trained a language detection AI in 20 minutes with a 97% accuracy”

   2018-09-11 Tags: machine learning, docker, classification, nlp, tutorial by klotz
5. Jenkins and Kubernetes with Docker Desktop – Garun Vagidov – Medium

   2018-09-08 Tags: kubernetes, jenkins, docker, docker desktop, tutorial, production engineering by klotz
6. 10 Great Tips to Learn Docker – Hacker Noon

   2017-10-19 Tags: docker, tutorial by klotz
7. Creating a Heroku-like Deployment Solution with Docker - Semaphore

   2017-06-08 Tags: docker, heroku, self-hosted, pass, tutorial by klotz
8. Bet he way to learn Docker

   2017-06-01 Tags: docker, tutorial by klotz
9. Tutorial: Migrating Existing Services to Docker, Part One - Teamspeak3

   2016-08-11 Tags: docker, tutorial by klotz
10. Docker for Beginners

    2016-06-24 Tags: docker, tutorial by klotz

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