The Fast-Track Program to Advance Teaching Pedagogy through Power BI and Opinion Mining Tools provided faculty with hands-on exposure to data analytics and text-mining techniques. The program emphasized the integration of these digital tools into teaching methodologies, enabling educators to design evidence-based, engaging, and learner-centric classroom experiences. This FDP aimed to enhance instructional effectiveness by promoting data-driven insights and innovative pedagogical practices.