Modern analytics hinges on robust data pipelines to optimize the flow of information. These pipelines gather data from diverse sources, here transform it into a usable format, and load it to analytical tools for actionable analysis. Building such pipelines requires careful planning of each stage, from data acquisition to storage and visualization.