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A machine learning model is the product of training a machine learning algorithm with training data. In other words, it is the result of a machine learning training process.

However, we are not in a technological state where a machine learning model can just work on anything that is thrown at it—that is, not without some kind of external guidance.

What goes into a machine learning sandwich Machine learning engineering happens in three stages — data processing, model building and deployment and monitoring.