Row Echelon Form is a type of matrix form where each non-zero row is above any rows of all zeros, and the leading coefficient (the first non-zero number from the left, also called the pivot) of a non-zero row is always strictly to the right of the leading coefficient of the row above it. This form is used to simplify systems of linear equations, making them easier to solve through methods like Gaussian elimination.