Modern analytics depends on robust data pipelines to streamline the flow of information. These pipelines gather data from multiple sources, clean it into a usable format, and load it to analytical tools for actionable interpretation. Building such pipelines requires careful design of each stage, from data acquisition to storage and visualization.