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How to Deploy Machine Learning Solutions with FastAPI, Docker, and AWS

How to Deploy Machine Learning Solutions with FastAPI, Docker, and AWS

Shaw Talebi via YouTube Direct link

Push Image to Docker Hub -

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Push Image to Docker Hub -

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How to Deploy Machine Learning Solutions with FastAPI, Docker, and AWS

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  1. 1 Intro -
  2. 2 ML Deployment -
  3. 3 3-Step Deployment Approach -
  4. 4 Example Code: Deploying Semantic Search for YT Videos -
  5. 5 Creating API with FastAPI -
  6. 6 Create Docker Image -
  7. 7 Push Image to Docker Hub -
  8. 8 Deploy Container on AWS ECS -
  9. 9 Testing Gradio UI -
  10. 10 What's Next? -

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