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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

What's Next? -

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What's Next? -

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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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