Binomial Theorem
(a+b)^n = _k nk a^n-k b^k — coefficients come from choices.
The idea
Theorem (Binomial theorem).
For any numbers $a$ and $b$ and any whole number $n \ge 0$, $(a+b)^n = \sum_{k=0}^{n} \binom{n}{k}\, a^{n-k} b^{k}.$
The figure shows the case $n = 2$ as areas: a square of side $x + a$ splits into an $x^{2}$ block, an $a^{2}$ block, and two congruent $ax$ rectangles — the coefficient $\binom{2}{1} = 2$, counted as the two ways one factor can supply the $a$.
Each coefficient is a count. Write the power as $n$ separate factors, $(a+b)(a+b)\cdots(a+b)$. Expanding by the distributive law means picking one letter, $a$ or $b$, from each factor, multiplying the $n$ picks together, and adding the results over all $2^n$ ways to pick.
The objects being counted are these picks, and two picks produce the same term exactly when they take $b$ from the same number of factors: multiplication does not record which factors supplied the $b