# Data Engineering
All Data Engineering notes →1 — Build an End-to-End Data Platform
A capstone build integrating Kafka, Spark, Airflow, Delta Lake or Iceberg, and Grafana/Prometheus into one end-to-end data platform.
data-engineering capstone book
2 — Build a Streaming Analytics Platform
A capstone build of a streaming analytics platform — a clickstream pipeline, real-time dashboards, alerting, and observability.
data-engineering capstone book
3 — Build a Lakehouse on Kubernetes
A capstone build of a lakehouse on Kubernetes — the Spark Operator, Airflow, MinIO, Trino, and Iceberg working together.
data-engineering capstone book
4 — Staff-Level Architecture Case Studies
Staff-level architecture case studies from Netflix, Uber, Airbnb, LinkedIn, Meta, and Google's data platforms.
data-engineering capstone book