MultipleChoice
Which of the following is a probable response to identifying drift in a machine learning application?
OptionsMultipleChoice
A machine learning engineer and data scientist are working together to convert a batch deployment to an always-on streaming deployment. The machine learning engineer has expressed that rigorous data tests must be put in place as a part of their conversion to account for potential changes in data formats.
Which option best describes why these types of data type tests and checks are particularly important for streaming deployments?
Options