If you are not familiar with the term “Data Warehouse”, it can be explained as a system that retrieves raw data from multiple sources and stores it structured in one location where it can be analyzed or used for machine learning. The pipeline’s output is stored in a “cold storage,” such as S3, so that we can load this data into another data warehouse if necessary. In my opinion, the data pipeline is the most significant project when building a data warehouse.