For manual labor like that, it's not hard to learn and often places are so desperate for someone that they'll train you as long as you look capable of doing heavy labor (look healthy and fit, have no health problems, stuff like that).

The things that do require actual training and certifications are things like running heavy machinery, working with electrical wires, welding, etc. That stuff also pays well if you have the training for it.