Prime Number Theory is a branch of mathematics focused on understanding the distribution and properties of prime numbers, which are numbers greater than 1 that have no divisors other than 1 and themselves. It plays a crucial role in number theory and has significant applications in cryptography, computer science, and mathematical research.