Data analysts have traditionally relied on Excel for data management, visualization, and basic reporting. While Excel remains a powerful tool, the evolving business landscape demands more advanced analytical capabilities. Full-stack data analytics offers a comprehensive approach, combining data collection, processing, visualization, and predictive modeling, allowing professionals to deliver deeper insights and support strategic decision-making.