Decorative plaster is a broad term that includes many techniques, while Venetian plaster is a specific type of decorative plaster made from slaked lime and marble dust. Venetian plaster is known for its smooth, polished, and marble-like appearance, while other decorative plasters can have a wider range of textures and finishes.