I am asked to give a combinatorial proof to the identity: ${n\choose7}=\sum_{k=3}^{n-4}{n-k\choose4}{k-1\choose2}$.
Here is my idea: $n\choose7$ implies the number of ways of choosing $7$ elements from a set of $n$ elements. It is equivalent to partitioning the $n$-set into a $(n-k)$ set, a $(k-1)$ set and an $1$ set. From $(n-k)$-set and $(k-1)$-set we choose $4$ and $2$ elements respectively. In order to exhaust all possible combinations we let $k$ run from $3$ to $n-4$, which is the above identity.
Is my idea on the right way?
Yes, you are on the right track. The $1$-set contains only the third smallest element $k$ of the $7$-set. With this correspondence, each $7$-set gets counted exactly once in the sum.