This chapter talks about the critical aspects of sampling techniques, a foundational step in any research endeavor. It explores both probability and non-probability sampling methods, highlighting their strengths, weaknesses, and appropriate applications. The chapter also discusses key considerations for determining sample size. A case study illustrates the practical application of sampling techniques in a real-world research scenario. By understanding the nuances of sampling, researchers can enhance the validity and reliability of their findings.