Using the fictional e-commerce company Aurora Market as an example, build a Snowflake-based data warehouse from start to finish. Gain practical experience across the entire process—from loading raw data through staging and core transformations, fact and dimension modeling, incremental ELT pipelines, and data quality validation to delivering data marts, optimizing performance and costs, and developing operational and recovery strategies—while acquiring the skills to design and operate an enterprise-grade data warehouse.