Explore Lambda and Kappa architectures, comparing batch and streaming data processing, their trade-offs, real-world use cases, tools, and decision fra[…]
Learn the differences between data lakes, data warehouses, and data lakehouses, how they fit into the modern data stack, and when to use each architec[…]
Understand the modern data stack, from ingestion to visualization, explaining data lakes, warehouses, transformation, analytics, and dashboards, and h[…]
Learn how to build a miniature Uber-style data pipeline using Kafka, Python, and PostgreSQL, covering real-time ingestion, stream processing, storage,[…]
Airbnb transformed its data infrastructure by moving from traditional warehouses to a lakehouse architecture to eliminate silos, enable real-time anal[…]