How to deploy Model using Docker Container | #modeldeployment #mlops #docker #machinelearning
Topics Covered:
1. #Modeltraining - IRIS multi-classification Model
2. Create an #api using #python Flask
3. Create a Docker File
4. Build Docker file to generate a docker Image (You need docker desktop running)
5. Create and run the container using the image build in above step
6. Finally #Deploy Model using #dockercontainer
7. Test the API by sending the test data for prediction
8. Test the API using curl request and test data as csv file
9. See inside container terminal
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https://ashutoshtripathi.com/2023/03/...
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