This course introduces the statistical and quantitative tools used in modern investment analysis. It covers regression models, probability distributions, time series, data visualization, and hypothesis testing to support evidence-based decision-making. Students learn how to process financial data, identify trends, and evaluate market relationships using quantitative techniques. Designed for analysts, traders, and data-driven learners, the course builds strong analytical foundations for advanced financial modeling.