Databricks is a Unified Analytics Platform making it easier than ever to do big data analytics on cloud. However, there are a lot of things you need to know and take into account before diving head first into a Data Lake. This session is intended for architects and developers who are looking to build a massive scale data storing and processing solution. I will go through the Best Practices for the purpose. In addition, I will demonstrate how to unify real-time and batch processing using Azure Databricks.