Irrational numbers are real numbers that cannot be expressed as a ratio of two integers, characterized by infinite non-repeating decimal expansions. Notable examples include √2, π, and Euler's number (e), which have significant applications in geometry, physics, and engineering. Their discovery is attributed to Hippasus of Metapontum, and they play a crucial role in understanding various mathematical concepts and real-life applications.