The Weibull Distribution is a versatile statistical distribution used to model reliability data, life data, and failure times, characterized by its scale and shape parameters. Its flexibility allows it to model various types of data, from increasing, constant, to decreasing failure rates, making it widely applicable in fields such as engineering, meteorology, and risk management.