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Intermediate
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Representation and Sampling Bias
When a dataset fails to represent the target population.
Sampling bias occurs when:
A
The collected data does not accurately represent the population the model will serve
B
The dataset is too large to fit in memory
C
All samples come from the exact same distribution as the target population
D
The model uses too many layers