Lecture No. 2 on bridge engineering discusses various load types, including gravity, lateral, and collision loads, as well as design procedures such as ASD and LRFD philosophies. It emphasizes the importance of accurately predicting loads and stresses for structural safety, detailing both permanent and transient gravity loads and their factors. Key elements like vehicular design loads, fatigue effects, pedestrian loads, and dynamic impacts on bridge designs are also outlined.