Modern analytics depends on robust data pipelines to optimize the flow of information. These pipelines gather data from varied sources, transform it into a usable format, and push it to analytical tools for meaningful interpretation. Building such pipelines requires careful consideration of each stage, from data capture to storage and reporting. A