How does the 'do-calculus' help in causal inference?

Instruction: Explain the concept of do-calculus and its application in determining causal effects from observational data.

Context: This question assesses the candidate's knowledge of advanced techniques like do-calculus developed by Judea Pearl, which are used to derive causal relationships from data where traditional methods fall short.