4m. Cold-Start Bias

A common source of bias is the cold start phase, where no data is available but the system needs to function according to a set of predefined data. The Data Scientist is responsible for pinpointing the potential limitations of any intelligent system in a ramp-up phase and how the existence of abundant data will change the output of the system.

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