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When we train Machine Learning using a specific algorithm, the best way to deploy the model in production depends on a number of factors. These include the acceptable downtime of our Machine Learning Solution. The operation cost & the human involvement in deploying the model. How to log the results for monitoring & maintaining the security & privacy of data.