Data engineers, data analysts, and developers in enterprises across the globe are looking to migrate data warehousing to the cloud to increase performance and lower costs. This whitepaper discusses a modern approach to analytics and data warehousing architecture, outlines services available on Amazon Web Services (AWS) to implement this architecture, and provides common design patterns to build data warehousing solutions using these services.