In recent years, the field of software testing has been revolutionized by the advent of Machine Learning (ML). This remarkable technology has introduced a new era of efficiency, accuracy, and speed in testing processes. With ML, many traditional testing challenges are being addressed in innovative ways, paving the way for more reliable and robust software