Propose methods for integrating advanced analytics $($e$.$g$.$machine learning, real$-$time analytics$)$ into the big data framework. Discuss how these capabilities will support XYZ Corporation's business objectives and decision$-$ making. Include: Specific examples of how advanced analytics $($such as machine learning$)$ will drive business insights and operational efficiency.