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Kafka topic partition diagram drawn during mentor office hours
2025-02-14 · Kafka

Partitioning Kafka topics for warehouse handoff

How we teach learners to pick keys that survive downstream dedupe without hot spots.

Student annotating dbt model lineage on printed handout
2024-11-03 · dbt

dbt tests that stakeholders actually read

Singular tests are not enough—docs and descriptions carry the narrative.

2024-09-21 · Spark

Local Spark before you pay for clusters

A cost-aware progression from laptop mode to small EMR shapes.

Terraform plan output reviewed before cloud pipeline deploy
2025-01-08 · AWS

Terraform plans as teaching moments

We treat plan output like a code review thread in Cloud Ingestion on AWS.

Gradient mesh representing abstract data lake zones
2024-12-02 · Roadmap

Why we publish pipeline roadmaps publicly

Transparency beats vague syllabi for career switchers in Yuseong-gu.

MessageRelay Digital Academy

MessageRelay Digital Academy — energy and control

105-9, Gung-dong, Yuseong-gu, Daejeon, Korea

+82 3-969-4328

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MessageRelay Digital Academy · Daejeon · 2026 Built for job-ready pipeline skills