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Modern Data Engineering Guide

2026

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Foundations & storage

Introduction
1. Data Engineering Foundations
2. Storage & File Formats
3. SQL & Query Engines
4. Data Modeling & Warehousing

Processing & pipelines

5. Batch Processing & Spark
6. Ingestion & Integration
7. Transformation & the Modern Data Stack
8. Orchestration & Pipelines

Real-time, quality & scale

9. Streaming & Real-Time
10. Table Formats & the Lakehouse
11. Quality, Governance & Observability
12. Scale, Decisions & Career
Glossary

The ladder

Programming Basics
Modern Web Dev Guide
Modern AI Guide
Modern Security Guide

Project

GitHub

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