Transcendental functions are those that cannot be expressed by a finite sequence of algebraic operations, such as addition, multiplication, and root extraction. They include exponential, logarithmic, trigonometric, and hyperbolic functions, which are essential for describing growth, decay, and periodic phenomena in various scientific fields.