Data warehouse and BI market is evolving rapidly with the appearance of new cloud born technologies. We might assume, that moving an existing Microsoft based DWH to the cloud is an easy step, but when we dig a little bit deeper, we will see, there are many-many new technological choices and aspects on how to modernize an existing dwh/bi system in the cloud. Not to mention if we start everything from scratch in a new project designed specifically to the cloud to utilize cloud flexibility and innovation as much as possible. Which ETL tool should I use? Data factory v2 with SSIS and BIML, or Azure Databricks powered Dataflows? Or Power BI Dataflow? Which is the right decision to run OLAP workloads? Azure AS? Or simply Power BI? When do I need Azure SQL DWH? In the last couple years I helped many customers to modernize their DWH landscape partially or fully in the cloud and during my presentation I will share my findings and recipes for the most common situation I met. You will have fun:)