$2\mathrm{.}2$ Explore the significance of business intelligence $($BI$),$ data mining, and data warehousing in modern data$-$driven businesses. Discuss their definitions, functionalities, and roles in organizational decision$-$making. Compare their methodologies and applications in business analytics b providing real$-$world examples demonstrating how these technologies optimize operations and confer competitive advantages across industries. $(15)$