This document provides an overview of fatigue failure resulting from variable loading. It discusses three main fatigue life methods: the stress-life method, strain-life method, and fracture mechanics method. The stress-life method is based on stress levels and is most commonly used for high-cycle fatigue predictions, while the strain-life method considers localized plastic deformation and is better for low-cycle applications. The fracture mechanics method assumes a crack is already present and is used to predict crack growth. Key concepts discussed include fatigue testing methods, S-N diagrams, endurance limits, stress concentrations, and cumulative damage.