Modern analytics relies on robust data pipelines to optimize the flow of information. These pipelines pull data from multiple sources, transform it into a usable format, and deliver it to analytical tools for meaningful understanding. Building such pipelines requires careful planning of each stage, from data acquisition to storage and visualization