How to deploy Model using Docker Container | #modeldeployment #mlops #docker #machinelearning

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 If you find this video helpful, don't forget to like share and subscribe. This is how you can support me. You can download the files and code notebook used in the video from the link below: https://ashutoshtripathi.com/2023/03/25/machine-learning-model-deployment-using-docker-container/ Connect with me: LinkedIn: https://www.linkedin.com/in/ashutoshtripathiai/ Instagram: https://www.instagram.com/ashutoshtripathi_ai/ Twitter: https://twitter.com/ashutosh_ai Website: https://ashutoshtripathi.com If you want to message me directly, then connect with me on LinkedIn and send a DM.