- Set up an EC2 instance and install appropriate libraries (Conda is sufficient and MLflow)
- Set up RDS database
- Set up S3 bucket
- Set up AWS credentials
- Change AWS_PROFILE variable with yur AWS credential
- Change TRACKING_SERVER_HOST variable to public DNS of the EC2 instance
- Connect to your EC2 instance and Run your Mlflow Server with ---> mlflow server -h 0.0.0.0 -p 5000 --backend-store-uri (database_type)://(username):(password)@(database_address):(port)/database_name --default-artifact-root s3://(S3_bucket_name)