Types of data Data can be structured, semi-structured, unstructured Apache Airflow Azure Storage Data Design and Pipelines Data Visualization Data Warehousing Apache Spark AWS vs Azure Data Engineering Data Warehouses and Lakes in depth Data Warehouses and Lakes Databricks coding Databricks ETL and ELT Snowflake Databases Database Types DBMS NoSQL SQL