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From (Almost) Impossible Integrals, Sums, and Series section 1.3:

$$H_n = -n\int _0 ^1 x^{n-1} \log(1-x)dx$$

The proof of which was appetizingly difficult. I was unable to answer the follow-up challenge question, and do not have access to the given solution. It asks:

Is it possible to [prove this equality] with high school knowledge only (supposing we know and use the notation of the harmonic numbers)?

I've been fiddling with the integral on the right for an hour, but that $\log$ really throws a wrench in my plans.