Artificial data synthesis

{moderator edit - remove quiz answers}

in one of the slide of course andrew said by add car noise with duration 1h it’s may overfit on that because it is very small subset of car noise
but here in second option base on what i say above should be overfit and be true
and in option one is not possible to foggy image be perfectly fine for human eyes but become overfit to this type of fogs

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I think you are interpreting the second option incorrectly. It is saying there is “little chance of overfitting”, so that is why it is false (based on the slides you quote) and you shouldn’t choose that option.

Note that you can tell this is a question where there is only one correct answer, because the check boxes are circles rather than squares. If it’s a “Pick all that apply” question, they use squares.