AWS Data Services: Kinesis, Glue, Redshift, and S3
Guide to AWS data services for building data pipelines. Compare Kinesis vs Kafka, use Glue for ETL, query with Athena, and design S3 data lakes.
Posts tagged with #data-lake
Azure Data Services: Data Factory, Synapse, and Event Hubs
Build data pipelines on Azure with Data Factory, Synapse Analytics, and Event Hubs. Learn integration patterns, streaming setup, and data architecture.
Data Lake Architecture: Raw Data Storage at Scale
Learn how data lakes store raw data at scale for machine learning and analytics, and the patterns that prevent data swamps.
GCP Data Services: Dataflow, BigQuery, and Pub/Sub
Guide to Google Cloud data services for building pipelines. Compare Dataflow vs Kafka, leverage BigQuery for analytics, use Pub/Sub, and design data lakes.
Lakehouse: Best of Both Worlds in Data Architecture
Understand how lakehouse architecture combines the scalability of data lakes with the reliability and performance of data warehouses.
Presto and Trino: Querying Everything From Anywhere
Learn how Presto and Trino enable federated SQL queries across data lakes, warehouses, databases, and object storage without moving data.