Matrix Exponentiation is a Computational technique used to efficiently raise matrices to Large powers, often employed in Algorithms for solving linear recurrence relations and Dynamic programming problems. This is particularly useful in scenarios involving Applications in computer science and Theoretical Mathematics such as Finding Fibonacci numbers quickly or Network theory problems.