The Hilbert Transform is a linear operator that takes a real-valued function and produces another real-valued function, often used to derive the analytic representation of a signal in signal processing. It is instrumental in creating the analytic signal, which separates the amplitude and phase information of the original signal, enabling better analysis and processing in various applications such as modulation and demodulation.