Sampling methods are crucial in research for selecting a representative subset of a larger population. This guide covers various types of sampling, including probability sampling (simple random, stratified, cluster, systematic) and non-probability sampling (convenience, purposive, quota, snowball). Each method is explained with practical examples to help you choose the most appropriate technique for your research needs.