The Difference Between Traditional and Machine Learning Models

In traditional programming, you have some input and then do some computation. Machine learning is fundamentally different because it's a bit more of a black box to you. Just like any other piece of software, a machine learning model runs on a computer,. So a lot of the best practices when it s to deploying and monitoring a machine learning models also apply in this instance.