With tightly integrated services, a cloud-native data platform can fit transparently into your business data strategy and leverage existing skills. In this session we will look at the main components and reference architectures for building modern analytics platforms that include data warehousing, big data, lakehouse, data mesh and more, with examples using Microsoft Azure.