Data Preprocessing Questions
Data sampling is a technique used in data preprocessing to select a subset of data from a larger dataset. It involves randomly or systematically selecting a representative sample from the population to analyze and make inferences about the entire dataset. Data sampling helps in reducing the computational complexity, improving efficiency, and providing insights into the characteristics of the overall dataset.