See the result in the display immediately before the words "third Retkes identity" at the English Wikipedia page for Harmonic number. It is the derivation $H_n = \dots = \sum_{k=1}^{n}(-1)^{k-1} \frac{1}{k} \binom{n}{k}$, which gives you the less obvious piece in the identity you see.