With the world becoming increasingly data-driven, the job of a data analyst becomes critical in assisting businesses with strategic and informed decisions. For future data analysts, learning the right tools is not only beneficial—it's critical. These tools are the backbone of the analytical workflow, ranging from data cleaning and visualization to statistical modeling and storytelling.