Data Quality, Data Warehousing Concepts, Databricks, S3, Apache Spark, Aws Lambda, Api Gateway, Cli, ECS, Google Cloud Platform, EKS, data versioning, dimensional modelling, schema evolution, Delta Lake, streaming data pipelines, lakehouse patterns, observability practices, Data Validation, analytics use cases