Free book

Data Engineering with Airflow and dbt

Reading access

Free book

A hands-on data engineering book covering Airflow orchestration, dbt transformations, ingestion, modeling, tests, lineage, freshness, backfills, warehouses, and production data operations.

Level: intermediateLanguage: EN EnglishRating: 0Reviews: 0

Technology Programming Books Computer Languages Data Engineering Python Books Data GAUAB Academy Python Python Books Data Engineering Engineering Airflow dbt

Book

Book contents

01Chapter 1: Modern Data Engineering Workflow 02Chapter 2: Data Sources, Warehouses, and Lakehouse Concepts 03Chapter 3: Batch Pipelines, Schedules, and Dependencies 04Chapter 4: Data Contracts, Ownership, and Quality 05Chapter 5: DAG Design and Task Boundaries 06Chapter 6: Sensors, Retries, Backfills, and Catchup 07Chapter 7: Connections, Secrets, and Environment Strategy 08Chapter 8: Monitoring Airflow Pipelines 09Chapter 9: Sources, Models, Seeds, and Snapshots 10Chapter 10: Testing Data Models and Freshness 11Chapter 11: Incremental Models and Performance 12Chapter 12: Documentation, Lineage, and Semantic Layers 13Chapter 13: Build an Orders Analytics Pipeline 14Chapter 14: Build a dbt Model Testing Suite 15Chapter 15: Backfill and Repair a Broken Pipeline 16Chapter 16: Operate a Production Data Platform 17Appendix E: Deeper Practice and Extra Examples

Reviews

No approved reviews are visible yet.

Featured Books

ENEnglishFree

advanced

Synthetic Threat Matrix

Technology Business AI Security Threat

0 / 0 ReviewsOpen

ENEnglishFree

advanced

De Risking Black Box

Technology Business Security Risking Black

0 / 0 ReviewsOpen

ENEnglishFree

advanced

Low Latency Executive

Technology Business Cloud Latency Executive

0 / 0 ReviewsOpen

Discussion

0 comments

No approved comments are visible yet. New community replies may wait for moderation.