Examples of Tasks Where Machines Already Excel
Question: Name two applications the lesson uses as examples of tasks where machine systems already exceed typical human performance.
Sample answer: Two examples are estimating parcel delivery times and deciding whether a bank transfer looks suspicious.
Key points:
- Estimating parcel delivery times
- Screening bank transfers for suspicious activity
- Predicting customer churn
Rubric: Full credit for naming any two of the three examples given in the lesson: estimating parcel delivery times, screening bank transfers for suspicious activity, or predicting customer churn.
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Machine Learning
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Supervised Learning
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Examples of Tasks Where Machines Already Excel
When are human-checking methods still especially useful during model development?
True or False: Once a model clearly outperforms people on a task, every human-based evaluation method remains equally useful.