Statistics

Statistics provides the mathematical foundation for making inferences about populations based on sample data, forming the backbone of scientific research, business analytics, and machine learning. This discipline encompasses both descriptive statistics that summarize data characteristics and inferential statistics that enable prediction and hypothesis testing. Core statistical concepts include probability theory, distributions, central limit theorem, confidence intervals, and hypothesis testing...