Modern analytics relies on robust data pipelines to streamline the flow of information. These pipelines gather data from multiple sources, transform it into a usable format, and push it to analytical tools for insightful analysis. Building such pipelines requires careful consideration of each stage, from data acquisition to storage and reporting.