You have been receiving customer data for the past six months. However recently you notice that this data has drastically changed due to the upcoming holiday season. What seems to be taking place?
Select an option, then click Submit answer.
Reference / correct answer:
Most accepted answer: C. Data Drift
Community votes: C=2
Selected Answer: C Data Drift (also called Covariate Drift or Feature Drift) occurs when: The statistical distribution of the input data changes over time. The model itself has not changed, but the data it receives has changed. upvoted 1 times
Selected Answer: C Data Drift refers to a change in the statistical properties of the input data over time. Your customer data has "drastically changed" due to the upcoming holiday season. This is a classic example of data drift, where external factors (like a seasonal event) alter the patterns and characteristics of the data your model is seeing. upvoted 1 times