- Snowflake: Cloud-based data warehousing for scalable storage and processing.
- Microsoft SQL Server: SQL-based relational database management.
- Azure SQL Database: Managed relational database service on Azure.
- Azure Data Lake Storage: Scalable storage for big data analytics.
- SQL and T-SQL: Query languages for managing and querying relational databases.
- AWS S3: Storage for data lakes.
Data Ingestion Tools and Technologies:
- Apache Kafka
- AWS Kinesis: A cloud service for real-time data processing, enabling the collection and analysis of streaming data.
- Google Pub/Sub: A messaging service that allows for asynchronous communication between applications, supporting real-time data ingestion.
Data Storage Tools: Amazon S3, Google BigQuery, Snowflake.