Statistics is the science of collecting, organizing, analyzing, and interpreting data to aid decision-making, divided into descriptive and inferential statistics. Descriptive statistics summarizes and presents numerical data, while inferential statistics makes inferences about a population based on sample data. Key concepts include population, sample, parameter, and observation.