Infrastructure as Code: Why Your ML System Needs to Be Disposable

The best production systems are the ones you can destroy without fear. This sounds counterintuitive. You spend weeks building a machine learning pipeline, configuring servers, tuning parameters, and getting everything to work. Why would you want to d...