Deploy model with FastAPI and Heroku

📰 Dev.to · sabyasachi

Learn to deploy your machine learning model using FastAPI and Heroku for scalable and efficient model serving

intermediate Published 15 Mar 2022
Action Steps
  1. Build a machine learning model using your preferred framework
  2. Create a FastAPI application to serve the model
  3. Configure the model to be served as an API endpoint using FastAPI
  4. Deploy the FastAPI application to Heroku using Git and the Heroku CLI
  5. Test the deployed model by sending requests to the API endpoint
Who Needs to Know This

Data scientists and machine learning engineers can benefit from this tutorial to deploy their models quickly and securely, while DevOps teams can use this as a reference for model deployment pipelines

Key Insight

💡 FastAPI and Heroku provide a robust and scalable way to deploy machine learning models as APIs

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💡 Deploy your ML model with FastAPI and Heroku for scalable model serving

Full Article

In this blog we will see how we can deploy our model with FastAPI and Heroku. Below technologies will...
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