data integration techniques and best practices, Databricks Unified Data Analytics Platform, data governance and security principles, cloud-based data processing and storage solutions

, Query Optimization, Data Platform Engineering, Data lifecycle management, Data lake environments, Real-time data processing systems, Indexing strategies, Large-scale distributed search and analytics platforms, High-volume ingestion pipelines, Data security controls, Distributed data storage architectures, Storage tiering, Distributed Systems Architecture, Cost Optimization

BigQuery, DataFlow, Advanced Sql, Python, Logging, Dataform, Batch and streaming data processing, Data Catalog, Cloud Monitoring, Data lakehouse architecture concepts, Pub Sub, Dataplex, IAM Security controls, Java or Scala, Data ingestion frameworks, Analytics Hub, Data modeling and warehousing principles, CDC and incremental processing