Polynomial expansion involves expressing a polynomial raised to a power as a sum of terms, each of which is a product of the polynomial's coefficients and variables raised to various powers. This process is essential in algebra for simplifying expressions and solving equations, often utilizing the Binomial Theorem for binomials or other techniques for more complex polynomials.