Quadratic functions are polynomial functions of degree two, characterized by their standard form y = ax^2 + bx + c, where a, b, and c are constants and a is non-zero. They graph as parabolas, which can open upwards or downwards depending on the sign of the leading coefficient 'a', and their key features include the vertex, axis of symmetry, and roots or x-intercepts.